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  • 1
    Online Resource
    Online Resource
    Spring Boot Fundamentals : Building Java-Based Microservices and Enterprise Native Cloud Applications (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484270660
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video will develop a foundation for creating Java-based, enterprise-ready, cloud applications and microservices using the Spring Boot micro-framework and all its cool features, from zero configuration files to faster development to easy deployment. In this video, you'll walk through the nuts and bolts of Spring Framework 5 and Spring Boot, then dive into the web application development tier that Spring Boot offers. Next, you'll go over data access, data persistence, and reactive data programming. Next, you'll cover testing, security, and messaging using Spring Boot. Furthermore, you'll see the new tools and features in Spring Boot to take your applications further including Actuator, Micrometer, Prometheus, and Grafana. Finally, the video concludes on native cloud application development, integration, and deployment onto the cloud with Kubernetes and more. After learning with this video, you'll come away with the know-how to build your first complete complex application with Spring Boot. What You Will Learn Get a survey of the Spring Boot micro-framework Do web development with Spring Boot See how data access and persistence works using Spring Boot Work with WebFlux and reactive data Use Boot's Actuator, Micrometer, Prometheus, and Grafana Develop and deploy native Java cloud applications in Spring Boot Who This Video Is For Those who have prior Java programming experience who may be new to Spring Boot.
    Note: Online resource; Title from title screen (viewed May 13, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    Maximum Privacy with End-to-End Encryption : Learn to Keep Communications Private (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484270349
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Privacy is essential for individuals and democracy as a whole – and the only real way to achieve this is with strong encryption. The target audience for this video is anyone who wants to keep their communications truly private. This could be personal information or intellectual property – the solutions are the same. After viewing this video, you will understand: Why privacy is important, not just for individuals but for democracy and society The basics of encryption and how it is essential for privacy The difference between data at rest and data in motion How data travels between computers/devices on the internet The trade-offs between security, convenience, and cost How to set up truly secure and private communications What You Will Learn Define privacy and why it’s so important Discover how the internet really works Gain an understanding of cryptography and encryption Set up secure email, messaging, and file sharing Enable secure and private web browsing (HTTPS, VPNs, and DNS over HTTPS) Who This Video Is For Anyone who wants to keep their communications truly private.
    Note: Online resource; Title from title screen (viewed April 6, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    Introducing Jakarta EE Fundamentals : Building Java-based Enterprise Quality Systems (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484273395
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Gain an overview of the Eclipse-based open source Jakarta EE APIs and technologies formerly called Java EE (Enterprise Edition). This video highlights the key components of the latest Jakaarta EE release, giving you the knowledge you need to begin your journey to developing enterprise-level applications. This video will familiarize you with the important terms and concepts behind the Jakarta EE enterprise application development platform and introduce its architecture. After completing this video course, you’ll be prepared for a deeper dive into enterprise application development using Jakarta EE. What You Will Learn Discover what Jakarta EE is and how it has evolved to meet current business needs Understand why Jakarta EE application development is more relevant now than ever Master the key Jakarta EE specifications and how to use them Leverage TCKs to ensure compatibility Who This Video Is For Full-stack Java developers and programmers; no prior experience in Jakarta EE or Java EE is assumed. However, at least some prior exposure to core Java, Java SE, and the JDK is recommended.
    Note: Online resource; Title from title screen (viewed August 6, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    Color Lookup for Photoshop and Adobe Media Encoder : Setting the Mood with Color (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484273531
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create your own collection of Lookup Tables (LUTs) for Photoshop and video rather than buying from a third party. This video will explain what a Look or Lumetri LUT is, how to create these tables from adjustment layers and apply them successfully as a new single adjustment layer in Photoshop, or reuse them in Adobe Media Encoder for short video clips. The tutorial starts with an overview of LUTs, its history, usage, kinds, color modes, file formats and what Adobe programs use or can create LUTs. You will also find out why you should create your own LUTs. Next, you will learn about best practices when creating a LUT and how to group the adjustment layers correctly as well as look at how you can apply your LUT as a color lookup adjustment layer in Photoshop and further modifications and settings you can apply to that adjustment layer. Finally, you will learn to apply your LUT file to a video clip or stitched clips in Media Encoder. You will also find some advice on where to store your LUT files to maintain the same linkage. What You Will Learn Learn to create your own LUTs How these same files can be reused for video Learn how LUTs can be reused from Photoshop Projects Who This Book is For Graphic artists who may have only beginner experience in how to create LUTs and how to use them in videos.
    Note: Online resource; Title from title screen (viewed August 6, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Multipeer Connectivity in Xcode : Creating a Chat App for iOS (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271278
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create a simple chat app for iOS using the Multipeer Connectivity framework. Multipeer Connectivity is an important development in the latest iOS. Using this framework, you’ll provide users an interactive way to communicate and exchange data between each other. You'll see how to set one of the users as the host, and allow other users to join the hosted chat. Then each participant will be able to send a message in a shared room between all of the users. You’ll achieve this by implementing the Multipeer Connectivity framework, setting up the room protocols, and creating pathways for the exchange of data with users in the room. Learn how to create multi-screen apps; save simple data, such as a person’s screen name, indefinitely; and add a few storyboard elements, such as buttons and textfields. Finally, this video gives you a skeleton for creating other apps, such as a multiplayer game linked between different devices. What You Will Learn Create basic Xcode projects for iOS Implement the Multipeer Connectivity framework Create host and guest functionality and exchange data between devices Who This Video Is For Developers with more advanced skills in Xcode and Swift.
    Note: Online resource; Title from title screen (viewed May 5, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 6
    Online Resource
    Online Resource
    Optimizing SQL Server Backup Performance : Using Data Science Techniques to Solve a Classic DBA Dilemma (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271940
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to optimize the performance of your SQL Server backups using data science techniques. Microsoft provides default backup settings which work but which are decidedly sub-optimal against large databases. This video shows what these settings are, explains their defaults, and educates you on the available values that provide you room in which to optimize your backup times. The end game is that you’ll be able to optimize your backups and be confident that you’ve optimized to the extent that’s possible given your specific environment. After an introduction to the available settings, you’ll learn a method built for tuning your backup settings to provide faster backups and shorter maintenance windows in your own environment. That method includes knowing how to sample timing data and other statistics, and how to apply data science techniques by which to understand your findings and to implement your findings in two of the most popular, community-based backup tools: MinionWare's Minion Backup and Ola Hallengren's SQL Server Maintenance Solution. You’ll be able to confidently schedule maintenance windows and to defend those schedules to management using the data that this video helps you to collect. What You Will Learn Know the key settings that control SQL Server backup performance Create database backup statements using these key settings Use sampling within PowerShell to test performance of different settings Create models using algorithms such as random forest for statistical learning Analyze the results of these models using evolutionary programming techniques Implement the results using free, community-based backup solutions Who This Video Is For Database administrators who wish to minimize the size of their backup windows and those wanting to get their backups done in the least-possible time. Viewers should be familiar with SQL Server and the T-SQL language. The video will also include PowerShell and R, so familiarity with either of these languages is nice but not required.
    Note: Online resource; Title from title screen (viewed June 9, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    MPI Ethno. Forsch.
  • 7
    Online Resource
    Online Resource
    Bad Programming 101 - Part 2 : Become a Better Coder by Learning How (Not) to Program (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271537
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to avoid bad programming practices that create low-quality code that is difficult to maintain or test, and exhibits properties such as brittleness, low comprehensibility, and high defect density. This video takes a humorous slant on the typical programming practice manual by reversing the usual approach. Its approach is to jokingly assume that you wish to be an agent of chaos and sneak bad code into a software project in order to ruin its chances of success, or frustrate your colleagues by producing unreadable, error-prone garbage. Under this pretense, the video teaches how to avoid the kind of bad habits that introduce bugs or cause code contributions to be outright rejected. The bad practices are organised into topics that form the basis of programming (layout, variables, loops, etc.). At the end of each topic, a more serious voice chimes in temporarily to explain why the ‘advice’ just given is actually poor and suggests some better alternative practices. By sourcing classic programming guidebooks, empirical studies, and a range of coding conventions from some of the most successful software projects, this video explains the reasoning behind good programming practices. These topics form the basis of good programming style and are important for anyone embarking on a career in professional programming or wishing to contribute to a software project. Normally, beginner programmers learn these good practices by going through a period of making mistakes and learning from them. This video helps to shorten that learning process by teaching a core of good practices and will enable you to become a productive programmer faster. This video – Part 2 of the series – focuses on coding practices at the ‘modular scale’, i.e. at the level of organisational building blocks such as subroutines and classes. What You Will Learn Become a better coder by learning how (not) to program Choose your tools wisely Think of programming as problem solving Discover the consequences of a program’s appearance and overall structure Avoid bad habits and common mistakes See how poor error-handling makes for unstable programs Who This Video Is For You should have some practical programming knowledge (i.e. you can program in at least one programming language), but little to no professional experience. You are either still undergoing training in software development, or are at the beginning of your programming career. You have, at most, 1-2 years of professional experience.
    Note: Online resource; Title from title screen (viewed July 13, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    MPI Ethno. Forsch.
  • 8
    Online Resource
    Online Resource
    Bad Programming 101 - Part 1 : Become a Better Coder by Learning How (Not) to Program (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271520
    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to avoid bad programming practices that create low-quality code that is difficult to maintain or test, and exhibits properties such as brittleness, low comprehensibility, and high defect density. This video takes a humorous slant on the typical programming practice manual by reversing the usual approach. Its approach is to jokingly assume that you wish to be an agent of chaos and sneak bad code into a software project in order to ruin its chances of success, or frustrate your colleagues by producing unreadable, error-prone garbage. Under this pretense, the video teaches how to avoid the kind of bad habits that introduce bugs or cause code contributions to be outright rejected. The bad practices are organised into topics that form the basis of programming (layout, variables, loops, etc.). At the end of each topic, a more serious voice chimes in temporarily to explain why the ‘advice’ just given is actually poor and suggests some better alternative practices. By sourcing classic programming guidebooks, empirical studies, and a range of coding conventions from some of the most successful software projects, this video explains the reasoning behind good programming practices. These topics form the basis of good programming style and are important for anyone embarking on a career in professional programming or wishing to contribute to a software project. Normally, beginner programmers learn these good practices by going through a period of making mistakes and learning from them. This video helps to shorten that learning process by teaching a core of good practices and will enable you to become a productive programmer faster. This video – Part 1 of the series – focuses on practices at the small scale, i.e. at the level of individual lines of code and fundamental constructs such as conditionals and loops. What You Will Learn Become a better coder by learning how (not) to program Choose your tools wisely Think of programming as problem solving Discover the consequences of a program’s appearance and overall structure Avoid bad habits and common mistakes See how poor error-handling makes for unstable programs Who This Video Is For You should have some practical programming knowledge (i.e. you can program in at least one programming language), but little to no professional experience. You are either still undergoing training in software development, or are at the beginning of your programming career. You have, at most, 1-2 years of professional...
    Note: Online resource; Title from title screen (viewed July 13, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    MPI Ethno. Forsch.
  • 9
    Online Resource
    Online Resource
    Blazor Performance : Optimizing Your Blazor Website (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484269770
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video presents patterns and practices for making Blazor WebAssembly applications run fast at their optimal speeds. You’ll learn patterns and best practices for performance that broadly cover two aspects of Blazor development: Firstly, you’ll learn about optimizing application download size so your applications load and execute without undue lag. Secondly, you’ll learn techniques for reducing the number of updates that Blazor needs to apply to user interface elements in the browser’s DOM. While Blazor WebAssembly is already designed to provide strong performance, the techniques in this video provide you additional tools and techniques that you can employ in order to delight your users and gain a competitive edge against your competition. Techniques taught in this video such as assembly trimming, lazy loading, and reducing unnecessary user interface updates can put your applications a step ahead of your competition when it comes to creating fast applications that users will want to return to again and again. What You Will Learn Work with lazy-load assemblies to incrementally download your application’s code Use virtualization to avoid rendering UI elements not currently visible Create lightweight components that reduce unnecessary UI updates Reduce unnecessary rendering of component subtrees Optimize JavaScript interop speeds Limit the number of components and reduce frequent events Who This Video Is For Blazor developers who have experience building WebAssembly applications. Especially for those developers who want to gain an edge on their competition through faster application performance.
    Note: Online resource; Title from title screen (viewed January 28, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 10
    Online Resource
    Online Resource
    Scaled Forecasting with Python and R : With Forecasting for Several Different Types of Models and Time Series (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484268933
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video, you will explore forecasting techniques in Python, including how to use machine learning models from Scikit Learn, as well as integrating R as a sub process to gain access to the robust forecast library, incorporating the auto.arima and tbats models. We create our own Python class called Forecaster that stores all of the relevant information about the predictions, including error metrics, model forms, hyperparameter selections, and the forecasts themselves. The module is written in such a way that models can easily be added to the framework for increasing accuracy. In the specific scenario, we are forecasting on 150 separate time series—3 time series for each state using economic indicators from the St. Louis Federal Reserve (FRED) website. We build an API to extract the data and add our own indicators that we think will influence the future. At the time that this video is published, the country is experiencing a recession from the COVID-19 pandemic. Therefore, we will extract the recession indicator from the FRED website and make assumptions about how long the recession will last. Using this information, we create an economic outlook for each state. These forecasts can then be used to see which states we expect to recover most quickly from the recession. This modeling process will be done in Python on a Jupyter Notebook, so it's a good idea to have Anaconda installed on your computer so you can follow along. The rpy2 library from Python will be utilized, so having R installed in your local environment is necessary. What You Will Learn Create classes in Python Make predictions with machine learning and common forecasting models Manipulate data with Pandas Store data in base Python structures (lists, dictionaries) Create APIs and visual aids Who This Book Is For Data scientists with experience who are looking to take their forecasting skills to the next level.
    Note: Online resource; Title from title screen (viewed January 12, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 11
    Online Resource
    Online Resource
    Getting Started with Databricks : Tools for Understanding Massive Data Sets (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484269190
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A hit-the-ground-running introduction to the expansive world of understanding your data. If you fail to understand what all the hoopla is around data analytics, but you know you need to jump in somewhere, this video is for you. Learning a handful of techniques you’ll get started with turning great quantities of data into useful information that can help you better understand your own world of data. This video is a user-friendly entry point that teaches you how to use machine learning algorithms to move from the trenches of data to making informed data-driven decisions. It begins with a brief introduction to data analysis and guidance on how to set up a development environment in Databricks. From there you will investigate data using popular tools such as SQL and Python on top of Apache Spark. From there you will move on to learning how to clean up data and prepare it for use in a machine-learning algorithm. The final segment offer guidance for presenting the results visually. What You Will Learn Investigate small and large datasets using SQL and Python Clean and prepare data for advanced analytics Run machine learning algorithms Show data results using visualizations Who This Video Is For People who work with data, including analysts, data engineers, data scientists, and the data curious. Basic knowledge about the data field is assumed, but no special skills are needed.
    Note: Online resource; Title from title screen (viewed January 19, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 12
    Online Resource
    Online Resource
    PolyBase in SQL Server 2019 : Data Virtualization with SQL Server, Cosmos DB, PostgreSQL, and Other Database Engines (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484270479
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video dives into PolyBase - Microsoft's technology for data virtualization - and its ability to virtualize data from a variety of data sources into SQL Server 2019. In this video, you will learn how to configure SQL Server and PolyBase to connect to another SQL Server instance. You will also learn the differences between PolyBase and linked server connections. Next you will learn how to connect to additional data sources from SQL Server 2019, such as to Cosmos DB and PostgreSQL. You will see the configuration steps needed, as well as options available for retrieving data. From there, you will learn how to use statistics to assist the optimizer, obtain key query tuning tips, and implement a reference for loading a data warehouse using PolyBase. What You Will Learn Connect to remote instances of SQL Server, Cosmos DB, and PostgreSQL Contrast linked servers to PolyBase and learn when to choose which method Use statistics to assist the SQL Server optimizer in executing PolyBase queries Tune queries against external tables Load data from multiple external data sources into a data warehouse Who This Video Is For Data platform specialists who need to work on multiple data platforms, but want to use one unifying language to tie them together. Viewers should be familiar with SQL Server and the T-SQL language, but do not need prior experience with any other technologies. Viewers should have seen the first video in the series, PolyBase Concepts and Configuration.
    Note: Online resource; Title from title screen (viewed March 2, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 13
    Online Resource
    Online Resource
    Performance Optimization for OLAP Workloads in SQL Server : Designing Efficient Processes for Collecting and Managing Large Analytic Data Sets (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484270004
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: ​This video helps you to design databases and processes that can manage millions or billions (or more) rows of data for analytics and reporting. Analytic workloads follow different architectural and query patterns than standard transactional systems, and the associated data stores grow differently over time as compared to online transaction-processing systems. This video covers the purpose, usage, and effects of growth on analytic data stores with a focus on storing the data directly in SQL Server. Topics covered in this video include design issues such as compression and advanced indexing techniques for online analytical processing (OLAP) data. Also covered are performance optimization and efficient query patterns. Watching this video helps you learn to better retrieve data with the ultimate goal of answering organizational questions using your analytics data store. What You Will Learn Understand the nature of OLAP data, its structure, and its usage Store OLAP data natively in SQL Server using best-practice options Minimize resource consumption by compressing your data Enhance query performance through columnstore indexing Scale your OLAP query performance to account for future growth Add new data elements to existing analytic data stores Who This Video Is For For data and analytics professionals who create, manage, and query large analytic data stores. For database professionals who expect to do so in the future, who want to know the options that are available in Microsoft SQL Server.
    Note: Online resource; Title from title screen (viewed February 16, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 14
    Online Resource
    Online Resource
    Asynchronous Programming with Python : Write, Test, and Debug Robust Asynchronous Code (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265826
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this course, we will look at using asynchronous programming in Python: the options, pitfalls, and best practices. We start with multi-threading, which is particularly useful when there is a lot of waiting, e.g. for HTTP requests or disk access. With multi-threading, you can start many requests in quick succession and then wait for all of them to complete at once. Next, the course will show you how to write your code in a thread-safe manner, and how to use it risk-free. Further, it covers Python’s global interpreter lock, which prevents a lot of serious problems in Python but also stops you from running threads in parallel. Going forward we discover how you can use Python’s multiprocessing library to run functions in parallel. Threads and processes often need to share or exchange data. In asynchronous code just passing Python objects is usually not the safest way to do this. This course looks at the main ways to do this correctly in Python, such as queues and events. Finally, the course moves on to the concurrent.future library which contains higher-level abstractions, including thread and processing pools and an asynchronous map function. The course finishes with advice on how to write robust asynchronous code, and how to test and debug it. What You Will Learn Take advantage of multi threading (concurrency) using the threading module Implement multi processing (parallelism) using the multiprocessing module Understand inter-process communication and data sharing using locks, queues, semaphores, barriers, events, and timers Test and debug asynchronous Python code Understand thread and process pools using concurrent.futures Who This Video Is For Intermediate to experienced Python programmers who want to speed up existing Python code by using multi processing and multi threading.
    Note: Online resource; Title from title screen (viewed January 5, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 15
    Online Resource
    Online Resource
    Introduction to Adobe's CC Libraries in Illustrator and InDesign : Importing and Exporting Assets for Your Design Projects (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484260920
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: ​This step-by-step video will show you how to leverage the power of the Creative Cloud Libraries panel in Illustrator and InDesign. With this information, you'll be able to streamline your work as a freelance or as a member of a larger team. We'll break down the features and tools of the Creative Cloud Libraries panel. While the Creative Cloud Libraries panel and console have been available in several versions of Adobe, their look and arrangement have changed over time. Adobe beginners or those who have not used the panel will discover how useful it is and save time when working between Adobe Illustrator and InDesign to complete complex layout projects. What You Will Learn Understand what the CC Libraries panel is and how it's used Export and import assets such as 3D items, character styles, patterns, and videos Discover what can and cannot be imported via the CC Libraries panel Who This Video Is For Students, graphic designers, and corporate administrators who need to create documents for events. This video is for intermediate level users with some experience in basic layout in Photoshop, Illustrator, and InDesign.
    Note: Online resource; Title from title screen (viewed June 24, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 16
    Online Resource
    Online Resource
    Database Design Best Practices : Building Scalable Data Solutions to Withstand the Test of Time (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484262856
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video highlights best practices in database design that can help you to ensure the development of high-quality data solutions. It shows how to avoid common mistakes that lead to badly designed applications and code that scales poorly. You'll be able to avoid future technical debt that is expensive to fix and can hamstring an organization. It is far less expensive and time-consuming to make well-researched decisions up-front than to be forced to refactor bad code in the future. This video shows you the way. Easy-to-follow rules and conventions from this video help you to ensure quality by properly reviewing database architecture and design to be sure that developers will be able to create and maintain applications that scale and perform as expected. The video shows how a documented database design checklist helps you and your developers to ensure that best practices are followed when creating new database objects. Once created, best practices can be updated and maintained as organizational needs change and evolve. What You Will Learn Employ best practices for designing tables, columns, and procedural T-SQL Optimize correctly and separately for the different needs of OLAP versus OLTP Avoid common mistakes and their impact on database scalability and performance Achieve the desired scalability for your applications when designing database objects Design and name objects consistently to ease future maintenance Document, search, and maintain your database metadata Create sound database architecture based on the relational model Who This Book Is For For developers and data professionals who want to improve the scalability and maintainability of their database-driven applications. For database administrators who are involved in their organization’s design efforts.
    Note: Online resource; Title from title screen (viewed August 28, 2020) , Mode of access: World Wide Web.
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    Arduino for Absolute Beginners : Getting Started with the Hardware, Software, and Code (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484256718
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Are you interested in Arduino and electronics, but aren't sure how to get started? Beginning with no assumed knowledge, we will cover the basic set up for the Arduino and the Arduino IDE, as well as a few components and how to use them. This video will equip you with enough base knowledge to empower you to start exploring on your own. The goal of this video is for those with no electronics knowledge or experience to have a fun introduction to Ardunio and see the magic in getting that first LED blinking. This video avoids getting bogged down in technical terms and is perfect for those who don't want to decipher intense documentation to jump start their electronics journey. What You Will Learn Gain the core concepts of microcontrollers and Arduinos Set up your user environment space Work with code basics such as important commands, running your first program, and understanding sample code Use a breadboard, Arduino pins, LEDs, servos, and buttons Apply what you've learned to future projects Who This Video Is For Assuming no prior knowledge, this video is aimed at anyone interested in Arduino and electronics, but isn't sure how to get started.
    Note: Online resource; Title from title screen (viewed January 8, 2020)
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  • 18
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    Getting Started with Windows Subsystem for Linux : Unlock the Power of Linux and Web Development from the Comfort of your Windows Desktop (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484257616
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn what you need to know to manage a command-line interface with a powerful new twist using Bash on Ubuntu on Windows. This video shows you that Windows Subsystem for Linux is an exciting new technology that allows Windows users to run Linux applications right on their Windows desktop without virtual machines or complicated setup. Exploring the Linux command line or testing exciting web technologies becomes a breeze. You will learn basic operating system concepts, how Windows and Linux are different, how to install Windows Subsystem for Linux and Ubuntu on Windows using the Windows Store, and how to navigate the command line and install and maintain Linux software in a secure manner. You will be able to use the Linux command line; recognize various error messages; use Windows to execute instructions found in books and web forums; and develop documentation to set up and work with web frameworks that assume the user is running Linux. Text software interfaces can be intimidating when first encountered by novice users, and expert users may be more familiar with DOS-style text commands. This video clearly and calmly explains what is happening when the screen fills up with text or when no response is given, helping to take the confusion out of the text experience. What You Will Learn Install Windows Subsystem for Linux Understand how Windows and Linux can fit together Use command-line basics Manage software Work with Files Who This Video Is For Those who want to use Linux on their Windows desktop to work with Linux software.
    Note: Online resource; Title from title screen (viewed January 10, 2020)
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  • 19
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    Zsh in macOS : Terminal Commands for Unix (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484263945
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Become a macOS power user while also learning skills necessary to become a competent programmer. Apple adopted Zsh as a Unix shell on top of bash to incorporate additional features for both system administration and programming. With this video, you'll start by learning the most useful plugins for Zsh, then develop a working lexicon of syntax and how to use the auto suggestions correctly and effectively. After you've mastered those basics of getting your terminal set up and learning how to communicate with the system, you'll build out your arsenal of tools. Incorporate hotkeys, create custom aliases, and manage multiple screens. Keep your workload manageable and organized by killing unneeded processes and building a Git log alias. And finish everything by creating your own custom functions. Zsh is an essential part of any Mac power user's experience of the platform. Set yourself apart and get the most of your system by learning how to work with Unix and the terminal to speak directly to your Mac. What You Will Learn Customize your terminal Manage multiple screens Create custom functions Who This Video Is For macOS power users, system administrators, and programmers who want to get into the system past the simple, elegant GUI presented to consumer users.
    Note: Online resource; Title from title screen (viewed August 24, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 20
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    Intermediate Swift : iOS App Development with UIKit (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484264102
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Press forward into intermediate Swift programming after having mastered the basics. In this video you'll pick up iOS app development with UIKit and learn enough of the language needed to create a professional app. Lead off with functions, which are important to understand to use SwiftUI well. You’ll cover function types and how those can be passed around like any other type. Then work with enumerations for Swift with Error, Result, and various other value types that are implemented using enums. You’ll also see the differences between value types (struct) and reference types (class). Because SwiftUI is struct based and UIKit is class based, you’ll focus on the basics of properties and methods, which are the contents of your structs and classes. You’ll explore some small differences between methods on classes vs. structs or other value types, then use initializers to initialize structs and classes while learning the rules for values before properties can be used. Finally, class inheritance will show how setting up a class hierarchy can help manage base functionality that will be common to all subclasses. Once you’ve worked through the video, you’ll have a toolkit of skills ready to take you from “Hello, World!” to an app worthy of distribution or at least demoing to a potential buyer or employer. What You Will Learn Handle Swift Error enums Initialize structs and classes Set up class hierarchies Who This Video Is For Apple platform developers working in iOS and macOS interested in taking their basic knowledge to a more professional level. Also students learning Swift who want to outpace their peers in iOS app development.
    Note: Online resource; Title from title screen (viewed August 14, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 21
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    Going Further with Git : Use Git’s Killer Feature and Unleash the Full Potential of Distributed Version Control (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484263938
    Language: English
    Pages: 1 online resource (1 video file, approximately 49 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master what is sometimes called Git’s killer feature: distributed branching. This is a complex topic that sometimes trips up even seasoned users, so it is covered carefully at a steady pace. The specific practical topics covered are: creating branches, merging branches, and using remote branches. The principles are explained and the features are demonstrated using video examples (command-line and GUI versions presented in split screen). As well as these practical issues, the final segments present some additional tips and advice. For one, typical strategies and workflows are explained that you may wish to apply in your own development projects. For another, a summary of more advanced features points the way to learning opportunities for you once you have mastered the intermediate skills from this video. Finally, a short discussion of GitHub introduces you to the basic features and the potential of the world’s most popular Git hosting community. The tools for carrying out tasks in Git are demonstrated step-by-step, allowing you to see exactly how they should be carried out in real-time. Also, Git is powerful but can be a complicated system to use. For explaining the complex issues, particularly around repository history, a visual representation is developed. What You Will Learn Discover the principles of distributed branching Create and merge branches Resolve conflicts between branches Create a clean, linear history via rebasing Examine typical strategies and workflows used by experienced Git users Take a brief tour of GitHub Who This Video Is For Software developers with at least basic programming skills and a small amount of experience. They may possibly have worked with other, centralized version control systems.
    Note: Online resource; Title from title screen (viewed August 19, 2020) , Mode of access: World Wide Web.
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    Controlling Alternating Current Devices with Arduino : Using Relays in Your Projects (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484264232
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Relays are key to using your Arduino to directly control devices that work on alternating current. This trick enables you to use a far greater variety of components in your projects, and in this case, it's one of my favorites: electroluminescent wires. In this video, you'll use this eye catching and fun device to showcase the powerful relay technique. What You Will Learn Discover the different types of relays available and how they work Use relays with Arduino Switch on and off a strip of electroluminescent wire (a device not normally compatible with Arduino) Who This Video Is For Beginning-intermediate Arduino users – people who have built a few projects and are looking for ways to incorporate a greater variety of components into them.
    Note: Online resource; Title from title screen (viewed August 27, 2020) , Mode of access: World Wide Web.
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  • 23
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    Illustrator Pathfinder Effects : Create a Two-Color Shape and Type Blends (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265819
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to use Pathfinder Effects to make editable changes to your shapes and type objects. The Pathfinder Panel allows you to combine objects into new shapes. However, a common problem is that these changes are permanent, or simply not compatible with type objects. In this video, you’ll discover the easy solution and process of using Pathfinder Effects for creating editable assets, combining objects into new shapes, and being able to work with type objects. Pathfinder Effects allows you to continue editing your shape or type before committing to a final vector graphic. We’ll briefly review the Illustrator workspace before diving into creative solutions to create a two-color blend for type objects and shapes. This effect and font color can be removed and edited at any time. You’ll learn how Pathfinder Effects differ from the pathfinder panel. This is useful when it comes to type or preserving shapes – a valuable skill for future projects. What You Will Learn See a brief overview of the Illustrator workspace Use creative solutions to create a two-color blend for type objects and shapes Apply and remove effects and font colors at any time Discover how Pathfinder Effects differs from the Pathfinder Panel Avoid having to convert your text to shape outlines Who This Video Is For Students, graphic designers, and corporate administrators who need to create documents for events. Viewers should be beginner or intermediate level users with some experience in basic layout in Illustrator.
    Note: Online resource; Title from title screen (viewed September 22, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 24
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    Photoshop Frame Tool : Create Default and Custom Frames for Images Within Layered Files (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484266748
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to use the full capabilities of the new Photoshop frame tools quickly and efficiently. At first, users might not realize there are more than just two frame options or how these tools are like a layer mask. These are the problems we’ll solve in this video! What You Will Learn Familiarize yourself with the workspace Understand the full capabilities of the frame tool Use the pen tool to create custom shape layers Make custom shapes in Photoshop into custom frames Who This Video Is For Beginners who are using images and layers in their projects.
    Note: Online resource; Title from title screen (viewed November 3, 2020) , Mode of access: World Wide Web.
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  • 25
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    Practical Blazor Debugging : Debugging Blazor WebAssembly Applications with Visual Studio and Blazor Server-Side Features (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265925
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video shows how to improve Blazor’s debugging experience by structuring applications to be easily moved between server- and client-side deployments. Practices shown allow the full use of Visual Studio 2019’s debugging features even when the target deployment is WebAssembly on the client. You’ll learn how to develop and debug using Blazor’s server-side support using the extensive debugging support from Visual Studio, then how to move your fully debugged applications into WebAssembly on the client. You’ll be able to use the full debugging features of Visual Studio even when your deployment target is client side. What You Will Learn Debug Blazor applications, both server side and WebAssembly Structure Blazor applications and build services for maximum reuse Find and fix bugs faster using advanced breakpoints and watches Use Blazor component libraries to build both server-side and WebAssembly applications Develop and debug JavaScript Interup, again for maximum reuse Gain insight into your code’s behavior through detailed logging Who This Video Is For Blazor developers who want to use Visual Studio’s debugger to get better insight into their application’s behavior. Also developers who want to overcome the weak debugging support for client-side Blazor development. Also programmers who want to build Blazor applications that support both server-side and WebAssembly deployments with maximum reuse.
    Note: Online resource; Title from title screen (viewed October 23, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 26
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    Setting Up Apache Server on a Raspberry Pi 3 : SSH, FTP, and Python SimpleHTTPServer on the Raspberry Pi (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484258484
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Implement a public-facing Apache web server on the Raspberry Pi 3. Start by installing a headless Raspbian operating system and use SSH and FTP clients to interact with it on a Pi. Following the installation of Raspbian, you'll set up Apache on the Pi and configure it to host a basic experimental website. Finally, you'll configure Apache and a router to make your website public facing so that anyone outside your local network can access the site via an IP address. The last segment of the video will go over an alternative to Apache built into Python and already installed on Raspbian. Python SimpleHTTPServer can be used to set up a basic server on a Pi with only a few commands. It’s not robust enough to be used with larger scale projects, but if you just need a light server that can be set up in a few minutes then Python SimpleHTTPServer is the tool for you. After watching this video, you’ll have all the tools you need to set up your Raspberry Pi as a fully functional server. What You Will Learn Install and use a headless operating system on the Raspberry Pi 3 Set up SSH and FTP on the Pi Configure Apache to host a basic website Make the server publicly accessible with port forwarding Implement a server using Python SimpleHTTPServer Who This Video Is For Beginning developers, computer science enthusiasts, and website creators interested in working with the simple Raspberry Pi hardware and available open source software.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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    Python Basics (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484258316
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video course you will learn how to write simple programs in the popular and powerful Python programming language. You'll start by looking at how to install Python, and how to create and run simple Python scripts. You will then learn how to store and operate on information. You will see how to combine strings, split them up and search in strings, all with some very simple commands. We also explain how to work with numbers, such as adding or multiplying them. You will also see the different ways to store collections of values, for instance as a list or a dictionary. Next we explain how to control the flow of your program. You will discover how to make decisions and respond to different values (‘if’) and how to do the same thing many times (‘for’ and ‘while’). To make it very practical you will learn how to manipulate files and spreadsheets. And to help you write larger programs and tackle more complicated tasks you will see how to split your program into simple steps. Learn to tap into the power of Python and its many libraries in one and a half hours. What You Will Learn Install and use Python Store and process information - strings, numbers and collections of information items Control the program flow - easily repeat actions and respond to the data by performing different actions as necessary Break your program up into manageable chunks using functions Work with files and spreadsheets Who This Book Is For An absolute beginner with little or no programming experience who wants to learn to program, especially in Python
    Note: Online resource; Title from title screen (viewed March 10, 2020) , Mode of access: World Wide Web.
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  • 28
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    Photo Editing Basics with Adobe Photoshop Elements : Improving, Enhancing, and Retouching Images (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484258552
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to edit your images using the powerful, yet easy-to-learn, Adobe Photoshop Elements, the “younger sibling” of the professional program. This instructional video will teach you how to enhance, retouch, and edit your images using Adobe Photoshop Elements. In this easy to digest video, you can immediately put your new photo editing skills to use. This video will touch on the essential basics to get beginners off the ground, starting with learning the work space, and moving onto retouching, exposure correction, and more. Photoshop Elements is a powerful photo editing program with many of the core functions of the professional's choice, Adobe Photoshop. It's available for both Windows and Mac, but at a fraction of the cost. You'll see how Photoshop Elements is ideal for improving static images―color corrections, reviving faded images, and digitally repairing defects such as scratches and torn areas. It can also help organize and share images. The full version of Photoshop (or even the open-source GIMP) can be overwhelming to new or novice users. Photoshop Elements is ideal for beginners to learn photo editing, and also ideal for those with some working knowledge of image editing who don’t require the full scope of Photoshop’s features. What You Will Learn Get an overview of Photoshop Elements Adjust exposure, lighting, and color Repair damaged and flawed photos Remove unwanted objects Replace backgrounds and retouch people Use filters for artistic effects, drawing tools, and text tools Who This Video Is For Aspiring photographers, genealogists, small business owners (who prefer to edit images themselves).
    Note: Online resource; Title from title screen (viewed March 25, 2020) , Mode of access: World Wide Web.
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    Azure Active Directory Connect : Deploying Hybrid Identity in the Cloud (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
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    ISBN: 9781484255933
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master the first, but critical, step in establishing a hybrid Active Directory; an Azure Active Directory scenario and deploying and managing Azure AD Connect. You will learn how to deploy Azure AD Connect in the correct way, out of the gate, to avoid a multitude of issues that magically appear later on. You will discover the difference between an express and custom install, and when and where it makes sense to use one over the other. Once you have Azure AD Connect up-and-running, you will go through several troubleshooting steps to fix wrongly configured identities, ensuring a smooth sync to Azure AD. By the end of the video, you’ll have seen that the baseline for establishing a successful hybrid identity solution with Azure Active Directory and on-premises Active Directory is having a healthy synchronization of identity objects in place, a core feature of Azure AD Connect. What You Will Learn Set up synchronization of identity objects Integrate your on-premises Active Directory with Azure Active Directory Cover the different topologies available for a hybrid Azure Active Directory model Focus on the deployment, monitoring, and troubleshooting of the AD Connect synchronization tool Who This Video Is For Those who want a better understanding of how to integrate their on-premises Active Directory with Azure Active Directory.
    Note: Online resource; Title from title screen (viewed September 11, 2020) , Mode of access: World Wide Web.
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    TensorFlow Lite for Mobile Development : Deploy Machine Learning Models on Embedded and Mobile Devices (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484266663
    Language: English
    Pages: 1 online resource (1 video file, approximately 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Deploy machine learning models more easily and efficiently on embedded and mobile devices using TensorFlow Lite (TFLite). TFLite is an open source deep learning framework developed by Google. Look under the hood at the system architecture to see how and when to use each component of TFLite. In the first section, you will learn what makes TFLite different from standard TensorFlow and other products like TFMobile. In the next section, you will learn about the pre-trained model that is available in TFLite, and how to use that pre-trained model to build your own. You will also learn how to convert a TensorFlow model into the TFLite format and train it. After that, you will cover the concept of transfer learning and how you can apply transfer learning to train a pre-trained model to perform some custom tasks in TFLite. Having trained the model, you'll use the TFLite interpreter to run a machine learning model on mobile platforms. As part of this you will review a simple Android app, which will help you to start using TFLite on mobile devices. Running machine learning models on mobile devices is really exciting but it also comes with challenges so, you will need to optimize your model to reduce your app's size. Finally, you will learn how to run TFLite on embedded devices such as Raspberry Pi. Overall this video will help anyone who wants to start learning TFLite and train their own machine learning models using TFLite. After watching this video, you can apply your newly learned TFLite skills to your own projects. What You Will Learn Run any machine learning model on mobile devices Experiment with machine learning projects on the Raspberry Pi Create a machine learning-based mobile app Who This Video Is For Data scientists, software engineers, and students working in these fields will find useful information on working with machine learning models in their current mobile development environments.
    Note: Online resource; Title from title screen (viewed November 18, 2020) , Mode of access: World Wide Web.
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    Practical Test-Driven Development with Xcode and Swift : Write Modularized Code for TDD with XCTest and UIKit (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484266670
    Language: English
    Pages: 1 online resource (1 video file, approximately 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Write better, more robust, and well-architected code. Then put tests on CI with every run, so you have real proof that your app works as expected. Running tests over and over again costs you very little whereas running manual tests costs time again and again. 100% test coverage is not practical. A more effective approach is to write well-modularized code which is easy to test in isolation with unit tests and then do several integration tests testing the entire flow of your app to make sure all modules work together. Use XCTest, which Apple provides out of the box with XCode, to test all networking and model layers and plan classes. This is your opportunity to test against several different edge cases since it’s easy to simulate different conditions. Unit testing your controllers is complicated because controllers rely on the UIKit controller life cycle that's not available in the test environment. Therefore, it’s easier to use UI Testing (also provided by Apple with XCode) to write integration tests. Write a few of them covering your happy paths. Adding your tests on CI and running them automatically on every commit to your mainline branch will help you avoid timely manual tests or a failing app. Your tests will always be up to date and work for you instead of getting in the way. What You Will Learn Do test-driven development with Xcode Write robust tests covering just the use cases you need Use automated testing to avoid wasting time Who This Video Is For Software developers and team leads working with Swift on iOS applications in an Apple environment.
    Note: Online resource; Title from title screen (viewed November 3, 2020) , Mode of access: World Wide Web.
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    Data Analytics of Stock Price Movements with Python : Statistical Techniques in Python Applied to Security Analysis (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484256473
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This brief course will introduce you to data APIs and third-party Python libraries. It provides hands-on examples on procuring, cleaning, and analyzing data, allowing you to learn how Python can be leveraged to enhance your statistical analysis. You will make use of NumPy, pandas, and Matplotlib for visualizations and also go through forecasting techniques used in technical analysis. After gaining insights on data transformation, you will learn to estimate derivative values using Monte Carlo simulation. Transforming data into information will give you ideas that can be used to take short-term investment decisions. In conclusion, you will use statistical and technical techniques for analyzing security price movement. What You Will Learn Create financial application programming interfaces Use NumPy, pandas, and Matplotlib for data analysis and visualization Apply forecasting techniques to predict derivative values Extract and transform data in Python Who This Video Is For Experienced Python developers who'd like to leverage the power of Python for financial data analysis and security.
    Note: Online resource; Title from title screen (viewed January 7, 2020)
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    SQL Server Transparent Data Encryption : Protecting Database Files at Rest (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484259221
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Protect yourself against data theft through unauthorized access to the physical database files and their copies that may be found in backup sets and transaction logs. Thwart unauthorized access to those files by making use of SQL Server's Transparent Data Encryption (TDE) feature to provide at-rest encryption of an entire database such that only authorized instances of SQL Server can read the data, log, and backup files. This video explains how the TDE feature works and shows how to implement at-rest encryption using best practices. It also covers independent backup encryption for an additional layer of protection. The video begins with an introduction to TDE and the pros and cons of its implementation. It talks about the use case for applying this type of encryption. The video then walks you through implementing TDE on a new database or existing database. Next, it will cover how to manage the movement of these encrypted databases. Finally, you'll cover independent backup encryption. What You Will Learn Recognize use cases for Transparent Data Encryption Encrypt your entire database, including log and backup files Preserve encryption keys and restore from encrypted backups Manage encryption through dynamic management objects Encrypt database backups independently of TDE Move a TDE encrypted database, including log files Who This Video Is For Database administrators who need to encrypt a database at rest to meet IT audit requirements, or for reasons of data privacy and confidentiality. For system architects who want to understand their options for securing their organization's confidential data.
    Note: Online resource; Title from title screen (viewed April 20, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    PowerShell Core for SQL Server : Automating Your Transact-SQL Scripts (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484259900
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get up and running with accessing SQL Server from PowerShell Core. By the end of this video you'll have learned how to issue Transact-SQL statements and get results back, how to insert, modify, and delete data in the database, and how to import and export data to and from SQL Server. You'll be equipped to automate database administration and other maintenance tasks through using PowerShell to automate the execution of Transact-SQL scripts that are stored in files that you can easily edit to keep up with changing business needs. The video begins by showing where to download PowerShell Core, along with the Visual Studio Code environment that is commonly used as a development platform. Next you'll learn how to install the module that enables communication between PowerShell and SQL Server. Then the fun begins as you learn how to execute Transact-SQL statements and get results back. A common use case for PowerShell with SQL Server is the importing and exporting of data, and the course concludes with examples showing how to perform imports and exports to and from common file formats, including CSV, JSON, and XML. Also covered is the execution of Transact-SQL scripts stored in text files that you can easily edit, making it easy to keep abreast of changing automation needs. What You Will Learn Obtain PowerShell Core and the Visual Studio Code environment Install the module needed to access SQL Server from PowerShell Core Read data from SQL Server and bring that data back to PowerShell Modify, update, and delete data in your database from PowerShell scripts Send Transact-SQL scripts stored in text files to SQL Server for execution Import and export data to and from CSV, JSON, and XML files Who This Video Is For Those familiar with PowerShell who want to use PowerShell as the basis for automating SQL Server maintenance tasks. The video applies to the Windows, Linux, and the macOS platforms.
    Note: Online resource; Title from title screen (viewed April 22, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Advanced Features for Adobe's CC Libraries : Enhance Your Workflow and Web Projects with Adobe Software (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484260913
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This step-by-step video will show you how to leverage the power of the Creative Cloud Libraries panel and how it can streamline your work as a freelancer or as a member of a larger team. You will look at Adobe desktop apps that have the panel or access to the panel. During this discussion you'll briefly see what each can or cannot import and export with the CC Libraries panel. This video focuses on importing assets with Bridge and the Creative Cloud Console; collaborating and sharing your CC libraries; and touches on Animate, Dreamweaver, After Effects, Premiere Pro, XD, Dimension, and Fresco. While the Creative Cloud Libraries panel and console have been available in several versions of Adobe, their look and arrangement have changed over time. Adobe beginners or those who have not used the panel will discover how useful it is and save time when working between several Adobe programs to complete complex layout projects. What You Will Learn Use Bridge and Creative Cloud Console to import assets such as animations, 3D items, videos, and templates How to collaborate with a team through the CC libraries Access graphics from Adobe Stock How to integrate your work with other Adobe software for web projects, such as Animate, Dreamweaver, and Premiere Pro Who This Video Is For Students, graphic designers, and corporate administrators who need to create documents for events. This video is a beginner to intermediate level, and will be most helpful to viewers with some basic experience in Photoshop, Illustrator, and InDesign.
    Note: Online resource; Title from title screen (viewed June 16, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Designing a Machine Learning Intrusion Detection System : Defend Your Network from Cybersecurity Threats (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265918
    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video will guide you on the principles and practice of designing a smart, AI-based intrusion detection system (IDS) to defend a network from cybersecurity threats. The course begins by explaining the theory and state of the art of the field, and then proceeds to guide you on the step-by-step implementation of an ML-based IDS. The first part of the course will explain how an intrusion detection system is used to stop cybersecurity threats such as hackers from infiltrating your network. Next, it will explain why traditional intrusion detection systems are not able to keep up with the rapid evolution of black hat adversaries, and how machine learning offers a self-learning solution that is able to keep up with, and even outsmart them. Further, you will learn the high-level architecture of an ML-based IDS; how to carry out data collection, model selection, and objective selection (such as accuracy or false positive rate); and how all these come together to form a next-generation IDS. Moving forward, you'll see how to implement the ML-based IDS. What You Will Learn Discover how an IDS works See how machine learning-based IDSs are able to solve the problems that traditional IDSs have faced Architect a machine learning-based IDS Train the ML components of a next-generation IDS Choose the correct metric function for your next-generation IDS in order to satisfy the most commonly encountered business objectives Who This Video Is For Cybersecurity professionals, data scientists, and students of these disciplines.
    Note: Online resource; Title from title screen (viewed September 29, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Build Interactive Dashboards Using Highcharts with Angular : Create Stunning Animated Interactive Charts for Modern Browsers (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484266946
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to create stunning animated and interactive charts using Highcharts and Angular. Along the way you will develop smooth dashboards that will work in all modern browsers. You will see how to use Highcharts to call backend services for data and easily construct real-time data dashboards. This video course provides the best solutions for real-time challenges and covers a wide range of charts including line, area, deviation, Gauge, stacked bar, scatter plot, and 3D charts. Highcharts is one of the most useful products for developing charting on the web and Angular is well known for speed. Using Highcharts with Angular, you can build fast, interactive dashboards. Get up to speed using this video course today. What You Will Learn Develop interactive, animated dashboards Implement Highcharts using Angular Use and export different chart types Create interactive styling themes and colors for a dashboard Who This Video Is For Developers who are already familiar with HTML, CSS, and JavaScript.
    Note: Online resource; Title from title screen (viewed December 1, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    SQL Server 2019 Big Data Clusters Crash Course : Installing and Using a Big Data Cluster for Data Analysis (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484260210
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the architecture and implementation of Microsoft's latest SQL Server capability - Big Data Clusters. Combine SQL Server for data, PolyBase for data virtualization, Data Pools for scale-out data processing, and Spark with HDFS for scalable non-relational data processing and analysis. You'll begin this video with a quick overview of the big data space, along with an easy-to-understand introduction to containers, Kubernetes, Spark, and HDFS. You'll put those pieces together by planning and deploying your own cluster. Then it's on to operationalizing the cluster through problem-solving with Transact-SQL, PolyBase, data processing at scale, and working with Spark and HDFS. What You Will Learn Understand big data technologies such as Spark and HDFS Deploy a Big Data Cluster on a Kubernetes environment in Azure Implement PolyBase queries to bring in data from external sources Run Transact-SQL statements and process relational data at scale Execute Spark jobs and machine learning from within SQL Server 2019 Implement basic security protocols to protect your data from theft Who This Video Is For Database professionals who are curious about SQL Server 2019's flagship feature. For those who want to get started in querying and analyzing massive amounts of data using Spark and HDFS clusters while taking advantage of their SQL Server investment.
    Note: Online resource; Title from title screen (viewed May 14, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Introducing WidgetKit for iOS : Adding a Simple Widget to Your iOS App (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484267004
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create new apps and update legacy apps that support older iOS versions to allow users to take advantage of widgets. Apple introduced a new way to allow users to update and modernize their iPhone home screens. They can use widgets on their home screen to keep their favorite information at their fingertips. Keep your apps new and relevant by adding widget capabilities. We will be creating a demo app to incorporate a static widget that will update the widget on the home screen whenever information in the app changes. What You Will Learn Add and configure a static widget Update legacy apps to use widgets Design widgets with user friendly UI functions Who This Video Is For iOS developers with experience using the Swift programming language. Some experience with SwiftUI would be beneficial, but not essential.
    Note: Online resource; Title from title screen (viewed November 5, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 40
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    Deploying TensorFlow Models to a Web Application : Using Flask API, TensorFlowJS, and TensorFlow Serving (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484266991
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Implement machine learning to realize the power of AI algorithms. Developers and companies often struggle to deploy machine learning models efficiently. One of the main reasons for this is a lack of proper process set up and execution. After getting feedback and comments from his YouTube subscribers, Vikraman has created a system of step-by-step instructions for the process. Using TensorFlow.js, you'll walk through the process of deploying machine learning models in web applications. You'll learn to deploy these models at scale and to work with users' existing hardware such as web cams to accomplish common machine learning tasks. What You Will Learn Deploy machine learning models at scale Save, export, and restore machine learning models Use Flask to work with TensorFlow and Keras models Who This Video Is For Engineers, coders, and researchers who wish to deploy machine learning models in web applications. A basic understanding of TensorFlow, Python, HTML and general machine learning and deep learning algorithms is helpful.
    Note: Online resource; Title from title screen (viewed November 18, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Getting Started with ASP.NET Core 3.0 Blazor : Framework Fundamentals for Full-stack Web Development Without JavaScript (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484259238
    Language: English
    Pages: 1 online resource (1 video file, approximately 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video will teach you Blazor, a new web development framework from Microsoft now available with the release of .NET Core 3.0. You will learn how to build web applications without having to learn JavaScript. You will apply the most fundamental components of the Blazor framework, writing both client- and server-side components of your web applications using .NET languages. No knowledge of JavaScript is necessary; although Blazor code can easily inter-operate with JavaScript. You will discover the two hosting models for Blazor; Blazor WebAssembly and Blazor Server. The first, Blazor WebAssembly, runs compiled .NET code directly in a browser via WebAssembly. The second, Blazor Server, creates client-side components for you, while running all the logic on the server. Client-side components communicate with server-side components asynchronously in real time. Choose either, as the code syntax is the same, allowing you to easily move your code to Blazor WebAssembly or Blazor Server. What You Will Learn Get introduced to Blazor and find out why you should learn it Understand the differences between the Blazor Server and Blazor WebAssembly hosting models Discover the fundamental components of Blazor and Razor components Make Blazor applications modular Run Blazor on both server and browser Make your .NET code inter-operate with in-browser JavaScript Who This Video is For Developers who are already familiar with ASP.NET Core.
    Note: Online resource; Title from title screen (viewed April 7, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Building Smarter Chatbots with ML.NET : Creating Custom Models with Model Builder (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484266113
    Language: English
    Pages: 1 online resource (1 video file, approximately 49 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use your custom data to create and train models with the help of .NET and Azure. Machine learning is here and with it comes a multitude of opportunities for developers to apply it and use it in a variety of applications. This video will teach you how you can use Model Builder inside Visual Studio to create a model. You can then easily integrate the model you build into all kinds of applications including chatbots. You will discover that the custom model created with ML.NET will ensure the most accurate response for your type of data. The video begins with a general overview of bots and the tools you need to create them. You'll then learn how to create a bot using Azure. And finally you will dive into the specifics of ML.NET and Model Builder to learn how you can integrate your custom model with the Azure Web App Bot. What You Will Learn Understand what a bot is Work with Microsoft Bot Framework on Azure Create a bot on Azure Build a simple natural language understanding model for a bot Implement data normalization Use the ML.NET capabilities Understand how ML.NET Model Builder works Who This Video Is For Developers and engineers who are familiar with C# and .NET and interested in learning about bots, machine learning, custom ML models, and ML.NET.
    Note: Online resource; Title from title screen (viewed October 29, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Microsoft PolyBase Concepts and Configuration : Binding SQL Server and Other Platforms into a Single Data Source (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484261910
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video provides an overview of PolyBase, Microsoft's technology for data virtualization. Modern data platform environments require that we deal with an increasingly heterogeneous array of technologies spanning the SQL and NoSQL worlds, including SQL Server, Oracle, Teradata, Hadoop, Spark, MongoDB, and more. Whether you are a database developer or administrator, application developer, business analyst, or data scientist, the allure of data virtualization through PolyBase is obvious: one central location where data may be queried regardless of where it lives. You will learn from this video the high-level concepts associated with PolyBase, starting with its origins and key benefits. You will see how to install and configure PolyBase for SQL Server 2019, and how to prepare for integration with various data platform technologies. From there, you will learn the three key concepts and external object types in PolyBase: external data sources, external file formats, and external tables. Finally, after understanding each of the three external object types, you will see how Microsoft makes it easy to write queries in one consistent language to access data from a variety of data sources, including from competing database brands. What You Will Learn Become familiar with the concept of data virtualization Discover where PolyBase fits in the SQL Server ecosystem Configure your SQL Server environment to work with PolyBase Specify configuration options for connecting to a Hadoop cluster Understand how external data sources, file formats, and tables work Query from many data sources at once using a single, T-SQL query Who This Video Is For Data platform specialists working on multiple data platforms who want to use one unifying language to tie those platforms together. For SQL Server and T-SQL professionals wanting to seamlessly query from other and even competing platforms using their preferred language. For data professionals wanting to combine the power of SQL Server with that of Hadoop.
    Note: Online resource; Title from title screen (viewed July 23, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    SQL Injection Attacks : Protect Your System from Vulnerabilities (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265055
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video takes you through everything you need to understand SQL injection and how to prepare for attacks as well as how to prevent them. It covers vulnerable website links, basic injection attacks, database and table name discovery, and data extraction. It's everything an ethical hacker needs to know about a SQL injection attack. Web penetration/hacking is a critical issue affecting organizations of all sizes and a SQL injection attack is widely used to perform this attack. SQL injection is a serious web security risk for many organizations used to gather sensitive information from websites. Attackers can easily compromise vulnerable systems. SQL injection is the number one risk in the market. It's easily discoverable to hackers and the impact of this type of attack is severe. It deserves the number one spot. What You Will Learn Use the Sqlsus tool—an open source MySQL injection and takeover tool Analyze time-based SQL injection attacks Understand different SQL injection types Review error-based SQL injection attacks Apply various methods to retrieve table names, column names, and data Who This Video Is For Network security experts, web security specialists, application security experts, penetration testers, and ethical hackers.
    Note: Online resource; Title from title screen (viewed September 15, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Microsoft PolyBase Hadoop and Blob Storage : Processing Big Data and Cloud Objects (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265840
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video dives into Microsoft SQL Server's PolyBase feature for virtualizing data from Apache Hadoop and Azure Blob Storage into SQL Server. From this video you will learn how to configure SQL Server and PolyBase to connect to Azure Blob Storage, including how to make connections to public and secured blob containers. You’ll also learn how to make connections to Hadoop clusters and query data that is stored in Hadoop. The video begins by showing how to read from and insert data into Azure Blob Storage. From there, you will learn how to connect PolyBase to a Hadoop cluster, whether in Cloudera’s distribution of Hadoop or the Hortonworks Data Platform. Once connected, you will learn how to query data in Hadoop using two methods: streaming and predicate pushdown. Finally, the video provides key tips on troubleshooting Hadoop integrations, including tips on where to look for log data as well as common configuration and data issues. What You Will Learn Connect to Azure Blob Storage and Hadoop clusters from SQL Server Uncover configuration options needed to connect to a Hadoop cluster Use predicate pushdown to create MapReduce jobs which offload work to a Hadoop cluster Write data to Hadoop and Azure Blob Storage using T-SQL from SQL Server Troubleshoot common errors when connecting to Hadoop or Azure Blob Storage Who This Video Is For Data platform specialists who need to work on multiple data platforms but want to use one unifying language to tie them together. Viewers should be familiar with SQL Server and the T-SQL language, and should be familiar with the content from the prior video in the series, PolyBase Concepts and Configuration.
    Note: Online resource; Title from title screen (viewed September 22, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Machine Learning with Regression in Python : With Ordinary Least Squares, Ridge, Decision Trees and Neural Networks (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265833
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video, you will learn regression techniques in Python using ordinary least squares, ridge, lasso, decision trees, and neural networks. We start by exploring a census dataset that captures sales from a business in various counties across the United States. We briefly explore the dataset before moving onto model assumptions and feature engineering. We then implement a linear regression, which is a simple model that is easy to interpret, then move through more complex models to see what best makes predictions on our dataset. To avoid overfitting, we split our dataset and to optimize predictions, we tune hyperparameters with k-folds cross validation. We move through models that are more complex until we arrive at a neural network model. We then use the model with the lowest error metrics on the test dataset and make predictions on a new dataset. Using these predictions, we make a recommendation to the company's shareholders who want to expand the business about which counties to expand to next. This modeling process will be done in Python 3 on a Jupyter notebook, so it's a good idea to have Anaconda installed on your computer so you can follow along. We will structure our notebook to be easy-to-read by others on our team who may want to expand on our analysis. What You Will Learn Explore a dataset with Pandas Transform variables in a dataset to account for non-linearities and optimize predictions Tune model hyperparameters and score model performance to determine the best model for a given dataset Use statistical modeling to make recommendations to shareholders Who This Video Is For Software professionals with knowledge of Python basics and data scientists looking to apply data science to industry.
    Note: Online resource; Title from title screen (viewed September 28, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Exploring Blazor : Understanding Its Essentials and Navigation (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484261262
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Blazor development - a technology that allows you to use C# on the client-side. This video takes you through the basics, as well as the various components and usage of Blazor. The video starts with an introduction to Blazor where you will learn WebAssembly followed by the basics of syntax and data bindings. Further, you will learn how navigation works and how you can declare parameters in page routes. Generating components and dealing with component parameters is discussed next followed by an understanding of Blazor types. Here, you will go through the differences between types and use cases for different Blazor types. Finally, you will learn JavaScript interactions and life-cycle methods to understand how to run background tasks. After going through this video, you will be able to build web applications with Blazor in C#. What You Will Learn Combine Blazor and JavaScript Understand layout in server-side and client-side applications Declare parameters in a page route Bind UI input data to variables Who This Video Is For C# and .NET Core developers.
    Note: Online resource; Title from title screen (viewed June 26, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Working with JSON in Xcode : Downloading and Listing JSON Data in TableView in iOS (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484268230
    Language: English
    Pages: 1 online resource (1 video file, approximately 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Download JSON data from an online location into your iOS apps. You’ll work a sample list of contacts with email addresses, phone numbers, names, and other relevant information. You'll then see how to format the data properly and list it in a TableView to be more user-friendly to read for display in your app. Working with JSON in iOS is one of the most useful pieces of knowledge for a developer. It’s used on a daily basis in a wide variety of apps. Displaying online data in an app is an essential part of the iOS ecosystem. Learn how to download text from a server and then format the data properly with Codable in Swift. Using custom cells, you’ll build a TableView then place everything in an adaptable AutoLayout. Finally, you’ll populate the TableView with the formatted JSON data represented by an array of custom items. By the end of this video, you’ll be able to incorporate JSON data into your apps in a user-friendly and easily accessible manner. What You Will Learn Format JSON data properly with Codable in Swift Build a TableView with custom cells Place data in adaptable AutoLayout Who This Video Is For iOS developers with advanced skills in Xcode and Swift who want to incorporate JSON data displayed properly in their apps.
    Note: Online resource; Title from title screen (viewed December 3, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Voice Commands Using Arduino and Machine Learning : Train a Bot with TensorFlow Lite (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484267721
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video, you will learn how to train an Arduino to recognize simple voice commands and receive practical suggestions on how to apply voice commands to creative projects. Machine learning is finally easily compatible with Arduino! What You Will Learn Build a bot respond to simple voice commands by making beeping noises Use the built-in microphone on the Arduino Nano 33 BLE Sense to recognize simple commands Generate your own noises using a piezo Train and collect data for machine learning Who This Video Is For Existing Arduino users of an intermediate level or above, looking to expand and advance their creative projects.
    Note: Online resource; Title from title screen (viewed November 20, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 50
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    SQL Server Indexing, Statistics, and Parameter Sniffing : Solving Performance Challenges by Designing Better Data Structures (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484257272
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Dive into performance tuning by learning how data is structured and accessed in SQL Server. Learn from this video how to use execution plans, IO metrics, and query timing to identify problematic queries and trace latency directly to missing or incorrect indexes. Also learn about cardinality and how it affects execution plans and overall query performance. Understanding how indexes and statistics work provides a solid foundation for writing better queries and architecting more effective database objects. The knowledge from this video helps you to dive further into procedural TSQL and identify why a stored procedure or ad-hoc query can perform unexpectedly badly. This video examines such cases through a discussion of the causes of poor performance in TSQL procedures along with solutions such as parameter sniffing. In addition, the video demonstrates how local variables perform differently from parameters and how plan reuse can benefit performance. When plan reuse harms performance, the correct solutions will be presented, allowing you to permanently solve a performance challenge without the use of hacks or temporary fixes. What You Will Learn Create effective table indexes with confidence Identify queries where poor indexing is the cause of latency Display and use statistical metrics to troubleshoot performance challenges Optimize and speed up queries that make poor use of indexes Find and resolve parameter sniffing problems in procedural TSQL Identify when ad-hoc TSQL or local variables can negatively affect performance Understand when plan reuse can inadvertently harm performance Who This Video Is For Database administrators, developers, and architects who need to write fast and efficient database queries. For database administrators who are asked to troubleshoot slow queries to make them faster. For anyone working against SQL Server who relies upon highly performant queries to perform important tasks.
    Note: Online resource; Title from title screen (viewed January 17, 2020) , Mode of access: World Wide Web.
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    Introduction to Convolutional Neural Networks : With Image Classification Using PyTorch (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484256480
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video course, you will learn the basic principles of neural networks that are used to build models. You'll start by seeing machine learning, neurons, activations, activation functions, weights, and how everything works under the hood. Next, you'll cover the basics of the learning loop including how backpropagation and gradient descent work. Further, you will learn about convolutions, how they are inspired by the animal visual cortex, and how we use them in neural networks. One of the focuses of the course is image classification and detecting common objects in images. This has many uses in your day-to-day projects. We will be using the PyTorch open-source neural network library here. The course will also cover current state-of-the-art neural network models and show how to use them even on smaller hardware. The video concludes by showing some common tricks with hyperparameter settings and regularization techniques, and how to use neural networks in production environments. What You Will Learn Discover the basics of neural networks and how they function Work with convolutional neural networks Use CNNs in your day-to-day work for image classification and other tasks Who This Video Is For Data scientists and machine learning and deep learning engineers.
    Note: Online resource; Title from title screen (viewed January 29, 2020) , Mode of access: World Wide Web.
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    Benchmarking, Profiling, and Optimizing Your Python Code : Easily Identify Bottlenecks and Efficiently Speed Up Your Python Code (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484267769
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 33 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Some programmers don’t use Python because they think it is too slow. Yet writing fast-enough programs in Python often takes less time than in other languages. In this video, you will learn how to effectively and efficiently speed up your Python programs. We start by looking at how to measure the speed of a program, so you can see the impact of your changes. And we will discover where your program spends most of its time to help you focus your efforts. You will see how to create performance graphs and drill down into the detail. Next, we move on to optimizing the code by changing the flow and structure. Some approaches take more processing power than others, and we will look at how to use code complexity to express this and help you choose the best algorithm. We will see some examples of switching to a different algorithm and the impact on the code’s speed. You will see some simple techniques to cache the results from your functions. Moving code out of large loops can also have a significant impact. Having restructured the code, you will learn how to speed up individual lines of code. We will look at ten common tasks in Python and compare the different ways to achieve them. After watching this video, you will be able to measure code performance to see what works, profile your code to discover where to focus, change the code structure and flow to improve speed, and go through your code line by line to use faster Python syntax. What You Will Learn Benchmark Python code and track the progress of optimization efforts Profile Python code and discover low-hanging fruit to focus your optimization Change the code flow and structure to minimize how much code gets run Choose the fastest Python syntax, line by line, to speed everything up Who This Video Is For Intermediate to experienced Python programmers who want to speed up existing Python code and write faster new Python code.
    Note: Online resource; Title from title screen (viewed November 20, 2020) , Mode of access: World Wide Web.
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    Install TensorFlow-GPU on Windows 10 : cuDNN, CUDA toolkit, and Visual Studio for Application Development (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484266984
    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Skip wasting time while trying to get TensorFlow-GPU up and running by stepping through the complex procedure to learn what steps are pivotal and which aren’t. Gain a basic overview of TensorFlow-GPU and why it might be the right choice for your machine learning and deep learning development environment. Then look at which version of Python will fit best for your needs and how to get it to interact properly with your TF-GPU. You’ll also find out how to gauge whether or not your graphics card is well suited to the task and what your options are based on your hardware. Once all the basic requirements are met, we’ll install the Cuda toolkit to provide a development environment for creating high-performance GPU-accelerated applications. The toolkit includes GPU-accelerated libraries, debugging and optimization tools, a C/C++ compiler, and a runtime library to deploy your applications. We’ll also need to install Visual Studio IDE for the C++ development libraries that will be required by the toolkit. Many users miss this step and they run into the problem of their toolkit not installing properly. Having done all these steps we will then look into cuDNN, which is a deep neural network library. This library provides highly tuned implementations for standard routines such as forward and backward convolution, pooling, normalization, and activation layers. We’ll have to provide a path to cuDNN, too, as it’s not an application but a library. So we’ll look into how to make our system locate these libraries. Finally, we’ll install TensorFlow-GPU. We’ll verify it by running some basic commands and also verify whether it’s making use of your GPU or not. TensorFlow-GPU offers a powerful, hardware-dependent development environment for the most consumptive of deep learning tasks. What You Will Learn Install the packages needed for TensorFlow-GPU Set a path in Windows 10 Use the correct version of Python for your needs Who This Video Is For Developers new to deep learning who would like to use the more powerful GPU for hardware intensive deep-learning applications.
    Note: Online resource; Title from title screen (viewed November 24, 2020) , Mode of access: World Wide Web.
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    Introduction to Adobe's CC Libraries in Photoshop : Working Between Adobe Desktop Apps on Your Design Projects (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484260005
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This step-by-step video will show you how to leverage the power of the Creative Cloud Libraries panel in Photoshop. With this information, you'll be able to streamline your work as a freelance or as a member of a larger team. We'll focus on Photoshop to break down all the features and tools of the Creative Cloud Libraries panel. While the Creative Cloud Libraries panel and console have been available in several versions of Adobe, their look and arrangement have changed over time. Adobe beginners or those who have not used the panel will discover how useful it is and save time when working between several Adobe programs to complete complex layout projects. What You Will Learn Understand what the CC Libraries panel is and how it's used Export and import assets such as color, brushes, layer styles, and graphics Discover what can and cannot be imported via the CC Libraries panel Who This Video Is For Students, graphic designers, and corporate administrators who need to create documents for events.
    Note: Online resource; Title from title screen (viewed June 16, 2020) , Mode of access: World Wide Web.
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    Build an Emoting Robot Using Arduino and Machine Learning : Applying Gesture Recognition with TensorFlow Lite (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484262788
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Machine learning is finally easily compatible with Arduino! Learn how to use TensorFlow Lite and machine learning to train an Arduino Nano 33 BLE Sense to recognize unique gestures. You will also receive practical suggestions on how to apply gesture recognition to other creative projects. What You Will Learn Install TensorFlow Lite for the Arduino and the necessary libraries for the board and accelerometer Make the Arduino recognize different gestures Apply gesture recognition capabilities to a project Who This Video Is For Confident programmers who are already familiar with the Arduino platform. There is no previous knowledge of machine learning required.
    Note: Online resource; Title from title screen (viewed July 30, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Getting Started with Git : Understand the Git Version Control System and How to Use it at a Basic Level (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484263532
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand how to use one of the most popular version control systems out there. Mixing shorter, theoretical segments with longer, practically-oriented tasks that give concrete demonstrations of Git in action, this video teaches you motivations and typical goals and then shows you how to achieve them. You will begin by learning the principles behind versioning and how versioning is affected by being distributed. After explaining what Git is and giving reasons why you might want to use it, this video then shows how to set up and configure Git before moving onto explaining how to create Git repositories. The basics of working locally are explained before the distributed aspect is then introduced. This leads to a discussion of working with remote repositories, as well as how to track a project's history and even change it by undoing your actions. This video is designed to be appealing both to users who are command-line oriented as well as those who are more comfortable using Git via a graphical interface. Each feature is demonstrated using both methods in a split-screen approach. The tools for carrying out tasks in Git are demonstrated step-by-step, allowing you to see exactly how they should be carried out in real-time. WHAT YOU WILL LEARN: The theoretical principles behind Git How to install and configure Git How to create and clone Git repositories How to perform basic tasks including tracking, staging, committing, undoing, and viewing history How to work with remote repositories. WHO THIS VIDEO IS FOR: The typical viewer would be a software developer with at least basic programming skills and a small amount of experience. They may possibly have worked with other, centralized version control systems. They may, for example, have begun working in a company that has adopted Git, or are getting into open source development, and therefore want to learn how to use Git.
    Note: Online resource; Title from title screen (viewed July 31, 2020) , Mode of access: World Wide Web.
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    Create a Timer with the Arduino and micro:bit (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484261958
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video will teach you how to attach a button and a buzzer to an Arduino Uno and a micro:bit. We'll work through the code in C for the Arduino and block code for micro:bit to create a custom timer. Using the buttons, you can set your timer up and set it to go. The Arduino and micro:bit will set off the buzzer when the set time is reached. What You Will Learn Attach hardware such as buttons and buzzers to the Arduino and micro:bit Code your hardware Incorporate loops and pauses in your code Set up a beep test timer Use the timer for home exercises Who This Video Is For Anyone interested in making a timer for exercise, cooking, or any other use. Parents wanting to code with their kids or adults looking for real-life uses for their Arduino and micro:bit can use this video for a fun at-home project.
    Note: Online resource; Title from title screen (viewed July 8, 2020) , Mode of access: World Wide Web.
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    Beginning gRPC on ASP.NET Core : Tools for Developers Working with Distributed Web and Cloud Applications (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484262115
    Language: English
    Pages: 1 online resource (1 video file, approximately 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to use the ASP.NET Core implementation of gRPC, enabling components of your distributed applications to effectively communicate with each other using minimal code. Since the release of ASP.NET Core 3, gRPC has been fully integrated with the system libraries found in ASP.NET Core. gRPC is a network communication technology originally developed by Google. It works over the HTTP2 protocol and it is primarily used to enable communication between microservices in distributed clusters. The beauty of gRPC is that it simplifies all the complex implementation details. You'll see that for a software developer, gRPC can feel like writing code on the client application that can call endpoints on the server application directly, as if both of these are just parts of the same monolithic application. This makes gRPC incredibly easy to use and is the reason why it has become so popular over the last couple of years. What You Will Learn Discover the core gRPC concepts that apply to all implementations Create a Protobuf message structure Use gRPC on ASP.NET Core Secure gRPC endpoints Apply logging and diagnostics on ASP.NET services that use gRPC Update gRPC services to make them backwards-compatible Who This Video Is For ASP.NET developers who primarily work on distributed web and cloud applications. It is recommended that the viewer understand the fundamentals of ASP.NET Core.
    Note: Online resource; Title from title screen (viewed July 29, 2020) , Mode of access: World Wide Web.
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    Robotic Process Automation : An Introduction to the RPA Market, Implementation, and How It Can Impact Your Company (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484261392
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 20 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Discover how robotic process automation (RPA) allows companies to automate repetitive and rules-based processes, such as scheduling, inputting/transferring data, cut and paste, filling out forms, and search. While the technology has been around for about 20 years, it has hit an inflection point because of the convergence of cloud computing, big data, and AI. This video will focus primarily on beginners, covering areas such as definitions, process methodologies, vendor evaluation, bot development, implementation, and deployment. This is a quick and easy-to-understand introduction to the fastest-growing category of the software industry. What You Will Learn Gain an understanding of the RPA market and how it can impact your mid- to large-sized business Understand the existing processes and methodologies Discover the key terminology for you to better understand and communicate in the RPA industry See the 70+ vendors on the market and how those software applications can best fit your needs Who This Video Is For Readers without a technical background, such as managers, looking to understand RPA as a business solution.
    Note: Online resource; Title from title screen (viewed July 23, 2020) , Mode of access: World Wide Web.
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    Getting Started with Microsoft Cosmos DB Using C# : Cloud Database Support for .NET Applications (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484260203
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video introduces Cosmos DB and highlights the benefits that using Cosmos DB can bring to your applications and clients. Watching this video helps to increase your toolbox of knowledge around Azure and build your skills on this important cloud platform. Examples in the video are built in C#, the language from which Cosmos DB is most commonly used. A running example throughout the video demonstrates the basics of entering data, querying and updating data, deleting data, and working with the Cosmos DB change feed. What You Will Learn Understand Cosmos DB and when it should be used Become familiar with the different APIs that are available Create a new service in Azure in support of a Cosmos DB database Develop applications locally using C# and the Table API Create a database and add data to it Query, update, and delete data as needed React to events and streaming data with the change feed Who This Video Is For Developers with knowledge of C#, but who have not used Cosmos DB before and who would like to know more about it and the scenarios in which Cosmos DB is useful. For developers who have come from a relational database background and want to understand how Cosmos DB can be used differently from the relational databases to which they are accustomed.
    Note: Online resource; Title from title screen (viewed May 1, 2020) , Mode of access: World Wide Web.
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    Testing in Xcode : Unit Testing, UI Testing, and Code Coverage (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484251928
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn automatic testing in Xcode. Start by creating a simple test app that intentionally crashes in given scenarios. Then review the code to find obvious bad practices and issues. Discover why unit testing is important and perform a simple unit test. Work with test cases before adding functionality. Then increase code coverage and learn why it's important. Finally work with different parts of the app to test specific functionality. What You'll Learn Set up different UI tests for testing different parts of an app Perform simple unit test cases in a project Use test cases before adding functionality to ensure quality apps Who This Video Is For Professional developers or experienced programmers who want to incorporate best practices for testing their apps before publishing them.
    Note: Online resource; Title from title screen (viewed July 8, 2019)
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    Power BI Data Visualization with Purpose : Communicating through Color, Shape, and Layout (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484250815
    Language: English
    Pages: 1 online resource (1 video file, approximately 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video explains how to create Power BI visuals that provide a good user experience. The video begins by explaining how the common mindset around data visualization is often wrong, and then it suggests a better approach. Report developers are often tempted to make visualizations all about them to show off the data gathered or their report design skills, but reports should be focused on communicating and interacting with the intended audience. This video provides you with practices and guidance toward communicating the right message to your audience without clutter and distraction. Once mindset and goals have been properly aligned, the video discusses the visual tools you have at your disposal when formatting a Power BI visual. These tools include color, shape, and layout. Misapplying these tools can make a visual distracting, ugly, or even misleading. Applying them correctly can make a visual pop and help to communicate the right message, which is the message you are working so hard to get across. Accessibility in report design is also discussed. Demos show how changing seemingly simple attributes on visuals can greatly improve accessibility. Common visualization mistakes are shown, along with examples of how to fix them. In addition to formatting individual visuals, the video discusses how to put them together on a report page to form a coherent analysis. After making an initial draft, it’s time to do a quality check on the report. This video covers what attributes to check and discusses tools to help with your quality checks. Tips are provided on helpful features in Power BI that make good design easier, such as use of report themes and templates, and setting the default visual interaction style. The video will show how to iterate on a report design to improve it based upon findings in the quality checks. The video ends by reviewing the starting point of a report that needed optimization and comparing that to the result after some improvements to see the effect on the user experience. What You Will Learn Take a goals-oriented approach to creating charts and graphs in Power BI Combine color, shape, and layout to create a desired user experience Create reports that effectively communicate the specific message you are working to convey Make Power BI reports accessible for those with visual, motor, and cognitive disabilities Evaluate charts, graphs, and other visuals using a repeatable checklist for optimal display of information Recognize a...
    Note: Online resource; Title from title screen (viewed June 15, 2019)
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    Introduction to SQL Server Query Optimization : Understanding Query Optimization and Built-in Optimization Tools (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484251447
    Language: English
    Pages: 1 online resource (1 video file, approximately 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Begin your journey into query optimization by learning the basics of how SQL Server processes a query from start to finish. Once this foundation is established, you will focus on execution plans: What are they? How do we read them? And what are their more common operations? A variety of statistics options will be introduced that provide insight into query duration and the load that a given query presents on memory and storage resources. With a set of tools defined, you will tackle a variety of common optimization challenges. You’ll review some common problems in which performance is inadequate and then solutions to mitigate those problems and improve performance. These basic patterns will provide a format for viewing and analyzing queries with the goal of being able to identify the source of the problem when a query is running too slow. What You'll Learn Discover how SQL Server optimizes a query and generates an execution plan Enable, read, and decipher execution plans for query analysis Identify a variety of common execution plan operators Use STATISTICS IO to gauge query impact on memory and disk resources Measure query duration using STATISTICS TIME Analyze problem queries to find the source of performance problems Identify common query mistakes and how to quickly resolve them Who This Video Is For Database administrators, developers, or anyone who writes TSQL queries on a regular basis. For all database professionals who need to write efficient code that executes quickly while consuming minimal resources.
    Note: Online resource; Title from title screen (viewed June 28, 2019)
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    Introduction to 3D Design with Adobe Photoshop and Illustrator : Creating 3D Effects for Print and Web Design Projects (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484253960
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this comprehensive video, you will learn how to create, design, and edit 3D shapes with Adobe Photoshop and Illustrator. Even with extensive beginner Photoshop information, the topic of 3D is often overlooked. With the growing trend of needing 3D designs, this bit of knowledge can help you start using basic 3D features in your artwork, and digital or print portfolios. This video begins by focusing on the basics of working with 3D layers and shapes in Photoshop including how to set up your workspace and how to create a basic 3D shape or mesh. Then you’ll dive into working with faux 3D filters in Photoshop before concluding with how to create basic 3D shapes in Illustrator and importing them back into Photoshop as a smart object. Finally, this video will also cover where to go from here in your learning such as 3D printing, video, or creating more advanced 3D scenes using a product such as Adobe Dimension or Adobe Fuse for Characters. Through this video, you’ll be able to enhance your artwork or print designs to include 3D features. What You Will Learn Use the various Photoshop panels to create basic 3D shapes such as the sphere, cone, pyramid, or cube Add materials and textures to a primitive shape and decide whether to make it a smart object, and render or rasterize the shape when you add it to the main PSD document Make minor edits to shading and lighting and rotate the object on the layer to a better position in 3D mode Add some 3D extrusion text with layer effects Create complex shapes and apply filters to enhance the graphic Draw basic 3D shapes in Illustrator and import them into Photoshop as a smart object Who This Video is For Students, graphic designers, and corporate administrators with some basic experience with Photoshop and Illustrator looking to get started with 3D design.
    Note: Online resource; Title from title screen (viewed August 23, 2019)
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    Getting Started with Apple Watch Development : Swift Programming for watchOS (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484249185
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create your own Apple Watch applications by learning the basics of Xcode and Swift, the programming language used for Apple application development. In this video, step-by-step instructions teach you how to independently navigate and utilize Apple’s development toolkit and Xcode program. By the end you will be able to write functional code in Swift and engineer your own basic Apple Watch applications. What You Will Learn Create several basic Apple Watch applications using Apple’s Swift programming language Download Xcode and master its essential elements Follow an example app to see just how apps are built Who This Video Is For Beginners who have little or no exposure to programming. The course stresses explaining industry jargon, navigating several components of Xcode, and introducing important Swift commands.
    Note: Online resource; Title from title screen (viewed April 6, 2019)
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    Introduction to LEGO Mindstorms EV3 : Robotics Projects (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484251799
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create and build fun and engaging robot projects with LEGO Mindstorms EV3. In this video, you’ll start by designing and naming your projects. Then give them life by connecting and controlling them for wire free movement with Bluetooth. Try out easy challenges, such as getting your robot to move the length of a yardstick then come back. Discover the basics of programming by teaching your robot to make sounds and display images. Incorporate sensors so that your robot can interact with and react to the world around it. And incorporate loops with the ultrasonic sensor to program a robot that can autonomously move around a space forever. With this video, you'll discover all the basic tools and skills needed to create awesome robotics projects using LEGO Mindstorms. What You Will Learn Connect your robot to a computer using Bluetooth or a wired connection Move your robot with rotations, time, speed, and direction Program your robot to make sounds and display images Incorporate sensors so that your robot can discover the world around it Who This Video Is For Students, hobbyists, and instructors interested in using LEGO Mindstorms to learn programming and robotics.
    Note: Online resource; Title from title screen (viewed July 3, 2019)
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    Introduction to Blockchain for Azure Developers : Understanding the Basic Foundations of Blockchain (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484253113
    Language: English
    Pages: 1 online resource (1 video file, approximately 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the foundations of blockchain technologies such as Bitcoin and Ethereum, and learn the importance of blockchain for software developers in Microsoft Azure Cloud. This video introduces the basic concepts of cryptography used in blockchain and focuses on describing the popular blockchain platform Ethereum and how it is different from Bitcoin. It discusses the structure of a transaction, the cryptographic security involved, the prevention of double spending, and the consensus mechanism. Moving forward, you will go through examples of the architecture designs of blockchain solutions built on Azure along with common integration patterns in Azure Blockchain Workbench and the Blockchain API. Finally, you will see practical use cases of blockchain in the real world, including finance and capital investment markets, government, education, healthcare, supply chain, and energy. After watching the video, you will understand how blockchain works.You will also discover how blockchain can help optimize business processes and reduce operating costs, with practical implementations using Microsoft Azure Cloud as the delivery platform. What You Will Learn Get a firm foundation of knowledge of blockchain technologies such as Bitcoin and Ethereum Leverage Microsoft Azure Cloud as a delivery platform Discover the Blockchain API Who This Video Is For Azure developers and anyone with an interest in blockchain.
    Note: Online resource; Title from title screen (viewed December 5, 2019)
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    Navigating the Gig Economy : A Guide for Entrepreneurs and Professionals (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484256589
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video explains what a gig economy is, why working online is good for the seller, and why it is good for the buyer - and thus why it is the inevitable future. It will explain the term as it relates to the web, and why this is more positive than the way it is often used by the media (see for example, the controversies around Uber, etc.). You will be able to make a living doing what you love, escape the 9-5, and hugely increase your earning potential. You'll learn about types of gigs, and the services and skills that you can sell. The video will also explore where you can sell your work - freelancing sites and other places to find clients. W hat You Will Learn Gain skills and certifications Sell yourself and build a personal brand Work out how much to charge, turn around times, and techniques for dealing with awkward clients Discover lifestyle design and how to make it work for you Who This Video is For For professionals - both in tech and outside of it.
    Note: Online resource; Title from title screen (viewed December 11, 2019)
    URL: lizenzpflichtig
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    Game Development with PyGame : Write Your Own Games, Simulations, and Demonstrations with Python (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484256619
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video course, you'll learn how to use PyGame, an easy-to-learn Python library, to create interactive experiences such as games, demonstrations, and exercises. You'll start with an overview of PyGame and see how to install it. Next, you'll cover the basics of using programming with PyGame including creating drawing surfaces; the coordinate system and the Rect class to define the location and sizes of images and shapes; the different ways to represent colors; and how to respond to keys and mouse actions. Further, you will see the game loop, another key part of PyGame programming. You then look at examples of PyGame creations, and some of the best places to find images, sounds, and other resources, to help you kick start your own. You will also have access to step-by-step instructions for writing two different simple games. Next, you'll dive into the detail of using PyGame and will cover most of its core functionality. This starts with drawing shapes, such as rectangles, circles, and lines, which can all be surprisingly useful and make a great start for a wide variety of games and other interactive experiences. You will conclude by seeing how to use sound and music in PyGame, from quiet background music to lively explosions. Make a strong start with PyGame by watching the video then access the accompanying example code as a basis for your own games or to confirm your understanding of the different features. What You Will Learn Use PyGame to develop games Discover the core functionalities of PyGame Work with the game loop Add sound and music in PyGame Who This Video is For Intermediate to experienced Python programmers who want to create games and other interactive experiences. Passionate gamers who want to create their own games would find this course useful
    Note: Online resource; Title from title screen (viewed December 17, 2019)
    URL: lizenzpflichtig
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    Building and Growing an Ecommerce Store : Price, Promote, and Sell Your Product Through the Internet (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484256602
    Language: English
    Pages: 1 online resource (1 video file, approximately 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video, you'll learn how to create an ecommerce store to integrate into a website, you'll see how to design and promote that store for optimum success, you'll learn to choose and price products, and you'll understand the benefits of selling digital vs. physical items. The web puts us in touch with billions of potential customers and provides countless ways for us to contact and engage with them. If you can sell directly to this gigantic market, then you can create a highly efficient business model and grow your brand and profits significantly. Marrying internet marketing techniques with a store selling products is the ideal business model. What You Will Learn Set up ecommerce stores with the major platforms Integrate a store with WordPress Promote a store on social media, including via the use of integrated tools Who This Video is For Anyone who has an audience or a product and wants to sell conveniently through the web. That includes influencers and bloggers/vloggers, as well as small-to-medium businesses.
    Note: Online resource; Title from title screen (viewed December 17, 2019)
    URL: lizenzpflichtig
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    T-SQL Data Manipulation : Inserting, Updating, Deleting, and Merging in SQL Server (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484249932
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video course teaches how to go beyond writing SELECT statements and to manipulate data within your database tables. You’ll begin with an introduction to Data to Data Manipulation Language (DML) that covers the INSERT, UPDATE, and DELETE statements. You’ll use these three statements most often, and they are the next most common three to use following the SELECT statement that has been covered earlier in this series. Watching the video, you’ll learn how to use these three statements to insert new data into your database to tables, and to update data in place without having to bring it down to the client and push it back and forth network. You’ll also learn to delete data when it’s no longer needed. Also covered in the video is the MERGE statement. You’ll learn how this little used but very useful statement works to make extract, transform, load (ETL) processes much more streamlined. You’ll learn to throw large numbers of rows at your database, letting the MERGE statement sort out which rows represent new data to be inserted, and which represent updates to existing data. You’ll be able to write cleaner load processes for data warehouses, data marts, and other reporting statements using your knowledge of MERGE. You’ll also learn some fast ways to delete data from database tables. In addition to DELETE, you’ll learn about DROP and TRUNCATE. These statements provide you with options for quickly deleting data. Each has their best use, and this video helps you to make the correct choices and avoid unwanted downtime in your production database environments. Finally, you’ll learn about identity columns and sequences, using them to generate primary keys to uniquely identify new rows of data that you are storing in your database tables. Throughout this video you’ll learn the gamut of data manipulation statements that SQL Server places at your disposal, and when each is best applied. What You Will Learn Add data to your database using INSERT and MERGE statements Update data in place without sending it back and forth over the network Choose correctly from three possible ways of removing unwanted data Streamline ETL process used to load data marts and data warehouses Automatically generate primary keys to uniquely identify new records Who This Video Is For For business analysts, developers, and others whose career will benefit from a knowledge of the SQL language for accessing Microsoft SQL Server databases and manipulating the data they contain.
    Note: Online resource; Title from title screen (viewed May 21, 2019)
    URL: lizenzpflichtig
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    Testing React.js Applications with Jest : A Complete Introduction to Fast, Easy Testing (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484239803
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to use Jest by viewing easy-to-follow screencasts accompanied by clear instructions. In this complete video introduction to Jest, the testing framework from Facebook, you’ll discover how Jest can test any JavaScript application, and that it is widely used to test React.js applications. Testing React.js Applications with Jest will lay out the entire process, allowing you to see Jest in action with your own eyes. You’ll see that comprehensive testing of JavaScript-based web applications is a significant task, and many of the solutions that have emerged over the years have been cumbersome and involved integrating many different tools. With the help of this video you’ll replace these multiple tools and create a fast, comprehensive service that supports advanced features such as snapshots. Along the way you’ll learn how to build Jest into applications using create-react-app. This video course will cover Jest performance, ease of use and configuration, mocking and advanced features - it is a comprehensive guide to the framework that will make testing React.js applications a breeze. What You Will Learn Use Jest effectively to test React.js applications using best practices Integrate testing into your current development process Make your tests easy to set up and fast Work with the advanced capabilities of Jest without additional dependencies Who This Video Is For Web developers interested in best practice and improving the quality of their code and overall systems without introducing friction into their development process.
    Note: Online resource; Title from title screen (viewed May 21, 2019)
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    Content Marketing on The Web : Web Writing for Blogs, Business Sites, Sales Letters, and More (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484249598
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Discover how to write for the web: either for your own brand or as a service that you provide to others. This video will include how to write a blog post, how to write website copy, how to write a persuasive sales script, and how to write SEO articles. The focus will always be on providing value and on understanding the value proposition of the brand that you are writing for. From there, you will look at methods you can use to grab attention, communicate clearly, keep the reader engaged and to encourage an emotional response. You'll cover the importance of content marketing for exposure as well as building trust, and just why writing is in many ways the currency of the web. Content is what brings the vast majority of people to a website. They search Google for content, they return to a website because they enjoyed the content. It is also what sells a product – and simply by improving a sales script, a company can massively increase conversions. Companies that don’t understand how to write for the web will therefore be at a massive disadvantage. This is common to see: we all have encountered countless business sites with muddled messages that fail to explain what the company actually does and why the reader should care. What You Will Learn Study methods you can use to increase engagement and grab attention Understand the role of content and content marketing Write content for email, white papers, press releases, and more Who This Video is For Businesses that are currently failing to make a splash with their websites and social media, or that could be doing better. Anyone looking to increase sales of a product, to increase regular visitors to a blog, or to learn a valuable skill they can sell/use to augment a web development business.
    Note: Online resource; Title from title screen (viewed May 4, 2019)
    URL: lizenzpflichtig
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    Beginning Data Merge with Adobe InDesign CC : Quickly Create Files Using an Excel Spreadsheet (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484245385
    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Discover how to create a data merge in easy steps and avoid making basic mistakes using this video. You will take each section step by step to gradually advance your skill level. First, you'll learn how to do a single page data merge that you can send to clients or a print house to be part of a mailer. You’ll easily build your first data merge file and acquire all the skills you need to use for your own projects. If you have already designed a form letter for a client mailer in Adobe InDesign, you’ll see that you don’t need to convert it to a Microsoft Word document to create a mail merge. Instead it’s easier to use InDesign’s Data Merge panel to save you time and money. Here you’ll use data from a Microsoft Excel spread sheet, turn it into a CSV file, and do your data merge. Through this video, you'll see how each step is accomplished through sub-menus and dialog boxes in InDesign and Excel. What You Will Learn Preview linked information fields using the Data Merge panel in InDesign Work with special characters Link data using InDesign’s Data Merge panel Merge the data of the form letter into one document Export a created PDF Use the same CSV data for other related InDesign documents Who This Video Is For Students, graphic designers, and corporate administrators who need to create documents for events. You should have some experience in basic layout in InDesign.
    Note: Online resource; Title from title screen (viewed March 2, 2019)
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    SQL Server Always Encrypted : Protecting Your Data with Column Encryption (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484255650
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master SQL Server’s Always Encrypted feature to provide column-level encryption of sensitive data such that only authorized application users can see that data. This video explains how the Always Encrypted feature works and shows how to implement column encryption using best practices. System and database administrators who might otherwise have access to view any data in the database are not able to view data protected through Always Encrypted’s feature set. This video begins with an introduction to column encryption as implemented through the Always Encrypted feature, and the use cases for applying that encryption. Then follows an explanation of how exactly the technology works and is implemented in SQL Server. The video then walks you through implementing Always Encrypted column encryption on a new database and again on an existing database. Finally, the video covers how to configure an application to access the encrypted data in a manner that is transparent and convenient for end users of your database applications. What You Will Learn Recognize use cases for the Always Encrypted feature Understand how the feature works technically Generate an encrypted column for a new table Insert data into an encrypted database column Encrypt existing data within a table Identify the relevant encryption certificates Modify an application to access encrypted data Who This Book Is For Database administrators, application developers, and system architects who need to encrypt and protect data in a SQL Server instance. Especially helpful when it must be ensured that database administrators and system administrators do not in any way have access to encrypted data.
    Note: Online resource; Title from title screen (viewed October 25, 2019)
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    Learning the MariaDB Ecosystem : Enterprise-level Features for Scalability and Availability (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484255148
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn about the family of products that make up the MariaDB ecosystem so that you can make the correct choices in applying MariaDB to your own business problems. This video introduces the full suite of scalability and availability features that combine to make MariaDB a compelling option to large enterprises such as major financial institutions and some of the world’s largest ecommerce operations. Watch this video to learn about MaxScale, MariaBackup, ColumnStore, ClustrixDB, the MariaDB Platform Managed Service, and associated connectors and data adapters. Learn what each of these products can do for you, and the real-world problems they solve. This video begins by introducing the database server that forms the core of MariaDB’s offering. From there you’ll learn about MariaBackup to support backup and recovery, then about MaxScale and Galera Cluster in support of high throughput and scalability. You’ll learn about ColumnStore and how it supports analytics processing and column-oriented workloads for business intelligence applications, and about MariaDB’s managed service offering in the cloud. Finally, there is the extreme scalability of ClustrixDB and how it enables gaming, social media, IoT, and other extreme workloads. What You Will Learn Get the big picture of the MariaDB family of products Choose the right products with confidence for your application Apply scalability options appropriate to your specific needs Automate backup and recovery through MariaBackup Support business intelligence through columnar storage Unlock extreme scaling using ClustrixDB Who This Video Is For Database users or administrators who are comfortable with MariaDB or MySQL in particular, or with relational databases in general, who want to learn the full range of products available from MariaDB to unlock enterprise-grade performance and scalability.
    Note: Online resource; Title from title screen (viewed October 28, 2019)
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    Java Lambdas and the Stream API : Bringing Functional Programming to Java (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484255940
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Come up to speed with Java functional programming and write effective Java code with less effort using lambdas and the stream API. Make your Java project code more reliable by using the declarative approach provided by these new Java features. Learn how to leverage the updated collections API to facilitate common functional programming patterns such as map/filter/reduce. If you’ve ever stumbled through constructing for loops and while loops, this video will add to your programming toolbox and allow you to leave such heavy lifting to the stream API. You’ll begin your journey with the syntax of Java lambdas, what they are, and how to use them. You will then be introduced to Java streams and the various ways of creating them for the purpose of processing data. You will also learn about the updates which have been made to the Java collections API for supporting streams. Along the way you will be taught the streams API and how to use the methods defined in the Stream class to process data sources to obtain the results you desire by employing lambdas with the Stream class’ operations. What You Will Learn Write functional interfaces for defining lambdas Master lambda syntax for implementing anonymous functions Create streams associated with data sources Process data through stream operations Use method references for simplifying lambda expressions Discover parallel and sequential streams and how they differ Who This Video Is For Software developers familiar with Java who wish to employ functional programming techniques in their software projects in order to write reliable, compact, and easy-to-read Java code.
    Note: Online resource; Title from title screen (viewed November 5, 2019)
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    Introducing Azure Digital Twins : IoT Device Integration in Digital and Physical Spaces (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484253755
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create reusable, scalable, and spatially concise models of smart buildings that connect data across the physical and digital world using this video. For example, using Azure Digital Twins, you can define the location of offices at your place of business. Inside each office there are IoT devices with specific sensors (for example for temperature or lights). You can assign users to each room, so you have a clear view of the distribution of people in the office. This video begins with a gentle introduction to the Azure Digital Twins service, offering an overview and discussion of the key concepts related to it. From there you will progress through data processing and user-defined functions and learn about real IoT device integration with Azure Digital Twins. You will learn about Azure Digital Twins object models and spatial intelligence graph. In this new era of smart buildings, this video enables you to visualize comprehensive virtual representations of physical environments and all the associated devices, sensors, and people within it. You will be able to create definitions of spaces and combine them together with information about connected devices and sensors so that you can manage and implement resources with precision. What You Will Learn Create new Azure Digital Twins service instances Understand Azure Digital Twins object models and spatial intelligence graphs Work with data processing and user-defined functions Quickly connect IoT devices to Azure Digital Twins and create space definitions Discover routing events and messages Look at the limitations and additional resources for implementing solutions Who This Video Is For This video is for specialists, developers, and architects who are tasked with creating smart building solutions.
    Note: Online resource; Title from title screen (viewed August 19, 2019)
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    Azure Networking Fundamentals : A Baseline for Understanding Networking in the Cloud (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484255667
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video provides you with a baseline understanding of Azure Networking. It begins with an introduction to the high-level architecture of Azure Virtual Networks so that you can become familiar with the core capabilities, concepts, and settings of this technology. From there you will gain a basic understanding of firewall security, and discover how to leverage it using Network Security Groups and Application Security Groups. Then it is on to an overview of Azure load balancing services, including Azure Load Balancer, Azure Traffic Manager, and Front Door. Finally, you will learn about VPN Gateways and how they facilitate Azure VNet-to-VNet communication, as well as hybrid connectivity between on-premises and Azure networks. Networking is the cornerstone of any data center. While it is not entirely different in a cloud environment like Azure, you will discover that building a cloud networking stack also has its own eccentricities. For example, you will no longer be managing the physical layer, and not all services are available the same way as on-premises. All these quirks are covered in this video. After viewing Azure Networking Fundamentals you will be ready to get started in building and deploying your own enterprise-ready networking designs in Azure and/hybrid networking scenarios. What You Will Learn Gain a high-level view of Azure networking services and features and how to deploy them See new features including Azure Firewall and Azure Front-Door Protect and secure cloud applications in IAAS and PAAS. Follow along with to-the-point demos; learn by doing Apply the exact steps as guidelines in your own Azure environment Who This Video Is For IT professionals, system architects, cloud administrators, solution architects, and anyone who wants to learn about deploying infrastructure as a service in Azure public cloud. Having a base understanding of IPv4 and IPv6, networking concepts, firewalling, routing, load balancing, DNS, and IP addressing is beneficial.
    Note: Online resource; Title from title screen (viewed November 6, 2019)
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    Advanced Scenarios in Azure Functions (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484244081
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video on Azure Functions, you will learn about the most relevant advanced features of Azure Functions. The video is broken down into concise yet complete segments so that you can discover how to write, debug, and diagnose Azure Functions on a need-to-know basis. As various cloud offerings move towards serverless computing, Azure Functions has emerged as Microsoft Azure’s serverless computing platform. This video goes a step beyond coding in the browser and introduces you to a typical view of Azure Functions, including writing in VS Code, debugging, and diagnosing issues. What You Will Learn Orchestrate Azure Functions Diagnose using Kudu Debug Azure Functions Write Azure Functions in VS Code Who This Video Is For NodeJS or C# developers who are interested in learning about Azure Functions. It is a 200 level video; Viewers should have a basic level of familiarity with Azure Functions.
    Note: Online resource; Title from title screen (viewed January 7, 2019)
    URL: lizenzpflichtig
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    Creating and Animating a 3D Object with Adobe Photoshop and Cinema 4D Lite : Preparing a Photograph with Keyframing, Materials, and Lighting (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484245095
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Prepare a photograph in Photoshop for use as a texture and surface for a 3D object in Cinema 4D Lite, and then animate that 3D object. This video shows you how 3D animation can stand alone and how you could incorporate it into After Effects to add effects and other elements to your animation project. You’ll go through an example that covers a wide variety of skills you can apply to your future project and see the process from start to finish in Adobe Photoshop and After Effects/Cinema 4D Lite. You’ll make selections, add layers, mask, create materials and objects, modify them, and animate the result. This video includes a detailed step-by-step explanation of every aspect involved in the making of the final video. What You Will Learn Use editing and layer masking in Photoshop Create a new project and import a Photoshop file in Cinema 4D Lite Master keyframing and basic animation principles, such as motion path and easing Apply materials and lights to a 3D object in Cinema 4D Lite Animate a 3D object in Cinema 4D Lite and prepare it for use in After Effects
    Note: Online resource; Title from title screen (viewed March 14, 2019)
    URL: lizenzpflichtig
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    Branding and Design : Creating a Highly Memorable Brand for the Web (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484249581
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create a brand online through the use of web design, graphic design (Illustrator and Photoshop), outsourcing, social media, and various other strategies. The objective of this video is to help you create a coherent design that speaks to the mission statement of the brand, and that will increase audience engagement and loyalty. The main strategy is to create a brand design that is unique to the business and that has a specific buyer persona in mind (not to try and ‘appeal to everyone’). This will reference Simon Sinek’s ‘Golden Circle’. From there, a logo can be designed or outsourced to reflect that mission statement. This should be simple, re-useable, scalable, and non-cliched, and the design process may involve a mood board. The design should be a vector file and we will look at the technical skills necessary to create such a design. The same branding should then be used through a website, and will help to inform design decisions, as well as across social media. The aim here is 'be everywhere' and 'be consistent'. We will discuss how brand strategy can even influence product design, using Apple as the perfect example. We will also discuss branding in the context of content marketing. What You Will Learn Create a design aesthetic that expresses your company's valuers and ethos Choose a mission statement and find a buyer persona to help you meet your goals Study how you can create and maintain a brand Who This Video is For New startups, entrepreneurs, bloggers, and sole traders looking to create a strong platform online. Businesses currently operating with drab and uninspired branding that are losing potential leads as a result.
    Note: Online resource; Title from title screen (viewed May 9, 2019)
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    Blockchain in Swift : Decentralized iOS Programming (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484253823
    Language: English
    Pages: 1 online resource (1 video file, approximately 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Implement Blockchains in iOS applications using the Swift programming language while working with the basics of blockchain development. In the first part of this video, the logic behind blockchains will be explained and then the same logic will be implemented in iOS application development. You’ll work to develop a sample application where you'll allocate two accounts which will have a certain amount of bitcoins in them. Then you'll transfer those bitcoins between those accounts using blockchain technology by clicking transfer buttons in the application. What You Will Learn Implement blockchains in iOS applications Define blockchains in Swift Develop a sample blockchain application Who This Video Is For Experienced Swift developers who want to work with blockchains and decentralized programming.
    Note: Online resource; Title from title screen (viewed September 27, 2019)
    URL: lizenzpflichtig
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    Moving to an Open Source World (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484244418
    Language: English
    Pages: 1 online resource (1 video file, approximately 49 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Moving away from a largely proprietary software world and towards OSS can be a big decision. This video helps you ensure that this decision works right for you and your organisation, and that can involve evaluating several different aspects of the move. Also, a number of myths and misbeliefs abound concerning OSS. It is important to separate the facts from the fiction, so you can avoid misleading information that might lead you to make the wrong decision. This video breaks the decision process down into a series of considerations (costs, licensing, quality, and so on). By doing so, you will understand the consequences involved and gain a useful framework for making the decision yourself. This video also educates you about prominent myths concerning OSS, thus helping you avoid being misled when making your evaluations. What You Will Learn Systematically analyse the costs and benefits of moving to OSS Identify and overcome the hurdles in each software domain Who This Video Is For A typical viewer has some experience in terms of programming skill, but they have used only proprietary tools. They are aware of what OSS is, and they are considering moving at least part of their toolset to open source solutions.
    Note: Online resource; Title from title screen (viewed January 7, 2019)
    URL: lizenzpflichtig
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  • 85
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    iOS Device Group Management (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484244074
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Configure management profiles using Apple and SimpleMDM tools as discussed in the book Pro iOS Security and Forensics . You will gain a broad overview of SimpleMDM, which is a simple but full-featured MDM (mobile device manager) that allows network administrators to manage their companies’ iPhones and iPads. After watching this video, you will be able to assign administrative roles, manage app configurations, and create custom profiles. You’ll also learn to create and work with group-level accounts and lock employees’ devices to use only approved apps. This video will provide all the basic information you need to keep employees’ devices safe and on task. What You Will Learn Set up two-factor authentication Apply configuration profiles to user devices Create webhook events Who This Video Is For Experienced iPhone and iPad managers who want to learn how to perform advanced tasks using SimpleMDM. If the viewer doesn’t have SimpleMDM, they can still use the concepts presented to apply to their own MDM app. The video presumes that people have already read the book Pro iOS Security and Forensics or are already experienced iPhone/iPad administrators.
    Note: Online resource; Title from title screen (viewed January 7, 2019)
    URL: lizenzpflichtig
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  • 86
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    Building Apps with SwiftUI : Custom Views and Common Use Cases (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484253106
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create a basic application flow with SwiftUI involving login and a user dashboard interface in this video. Discover the new file structure introduced by SwiftUI and how it uses structs instead of classes for Views. Then learn about common layout elements such as Text, Images, HStack, VStack, ZStack, and NavigationViews. After understanding the structure and elements, dive in to create a login layout and a user authentication backend. Then once you've got your user logged in, create a dashboard layout for your users with SwiftUI. Finally learn to troubleshoot and polish up your new interfaces. What You Will Learn Create login and dashboard interfaces Troubleshoot common SwiftUI interface issues Incorporate NodeJS for authentication and backend work Who This Video Is For iOS developers with a basic familiarity of the Swift language who would like to use SwiftUI to design easy, elegant, and powerful interfaces.
    Note: Online resource; Title from title screen (viewed August 19, 2019)
    URL: lizenzpflichtig
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    Successful Email Marketing for Businesses : Use Email Marketing to Promote a Product, Service, or Brand (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484256596
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video will explain how to use email marketing to promote a product, service, or brand. This is considered by many marketers to be the most important way to collect and nurture leads, and yet it is overlooked by a lot of individual creators and bigger businesses. The video will explain the benefits and provide technical and big-picture advice for setting up and becoming successful. You will learn how to set up an autoresponder and add forms to collect details on your site. You will see how to encourage visitors and customers to provide their details, using squeeze pages, free incentives, sign up forms, checkout forms, and advertising. You'll use this to build a highly targeted list which you will keep clean to avoid blacklisting. You'll see how to write emails that get through spam filters and stand out in a crowded inbox. Finally, you'll be able to use this direct communication to build a more engaged audience and generate more sales. What You Will Learn Discover the benefits of email marketing Write for email Use autoresponders Create squeeze pages and work with the appropriate tools Understand leads/lead conversion Use Google Analytics and other tracking methods Who This Video is For Small businesses and blog owners that want to grow and engage their audience. It is also aimed at larger businesses that aren't fully realizing the potential of internet marketing.
    Note: Online resource; Title from title screen (viewed December 10, 2019)
    URL: lizenzpflichtig
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    Introduction to the Raspberry Pi : Single-Board Computing Projects (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484255711
    Language: English
    Pages: 1 online resource (1 video file, approximately 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Discover ARM-based computing, system-on-a-board technologies, and how the Raspberry Pi is your gateway into SBC (single-board computing). In this video, you'll dive into all the different ways the Raspberry Pi can be used, such as for personal computing, acting as a server, IoT (internet of things) projects, robotics projects, monitor controllers, computer science experiments, digital signage, and super computers. You'll cover the various operating systems available for the Pi, the equipment needed to get started for the most popular types of projects and applications, and how to install and set everything up. With the introduction of the Raspberry Pi 4, the Raspberry Pi is now the most powerful system-on-a-board. This video shows you how to make the most of it. What You Will Learn Pick an operating system Install basic software for computing or popular projects Set up your Pi as a home server Who This Video Is For Someone who has an interest in computing and wants to learn about SBC and the Raspberry Pi. They are a hobbyists or computer professionals looking to expand their knowledge and learn more and experiment with the Raspberry Pi.
    Note: Online resource; Title from title screen (viewed December 9, 2019)
    URL: lizenzpflichtig
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  • 89
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    Games Programming with C# in Unity : Make Fun and Interesting Games from Scratch (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484255674
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Make fun and interesting games from scratch using the C# language and the Unity engine. In this quick-start video course designed for complete beginners, expert games developer Alan Thorn guides you step by step through the fascinating world of games programming. Based on Thorn's unique Open Stream learning principles, you'll see that programming is a critically important skill for making successful video games. During this video you'll work on a variety of practical projects, starting with programming basics and finishing at an intermediate level giving you everything needed to make fun, creative games. You'll understand important concepts, such as variables, loops, functions, conditional statements, and lots more. By the end of this course, you'll have created engaging and playable games that you can send to friends and family. Plus, you'll have established a strong foundation in games programming, helping you build your own games from your own ideas to get you on the right path for a rewarding career in games. What You'll Learn Develop important self-learning skills to help you expand your programming knowledge Create effective scripts and programs for making great games Understand important concepts, including variables, loops, functions, and coroutines Balance gameplay mechanics to make interesting experiences Who This Video Is For Those interested in learning games programming for the first time.
    Note: Online resource; Title from title screen (viewed October 28, 2019)
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  • 90
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    Building Blazor Components : Web Pages with C# Instead of JavaScript (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484256725
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 9 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn Blazor, an alternative to JavaScript for web applications that is based upon Microsoft's popular and powerful C# language. You'll build web applications by dividing them into easy-to-maintain components known as Razor components, then create those components using the Blazor framework. In this video you'll see how to make components in Blazor that communicate efficiently with each other and the Blazor runtime libraries in order to accomplish your application goals. Along the way, you'll learn to leverage your components over multiple applications by packaging those components into libraries that can be shared. This video starts off by walking you through the creation of a simple component. Then the video shows how to leverage what you've built in the first component by using that component as the basis for a second. The video continues by showing how you can split your code from markup using the View and ViewModel approach, and how to set up communications between components. You'll also cover life-cycle hooks, cascading parameters, and the concept of templated components to facilitate code reuse. What You Will Learn Create Blazor components as building blocks for reusing code Share components between projects using component libraries Build complex component hierarchies with cascading parameters Construct templated components that can be re-used in different scenarios Implement the popular View/ViewModel pattern for Blazor components Share data between different components and make them sync Optimize your code using a component's life-cycle hooks Who This Video Is For For Blazor and web developers who want to learn how to build functional and reusable Blazor components. For developers who want to gain maximum leverage from their components by using them across as many applications as is feasible.
    Note: Online resource; Title from title screen (viewed December 17, 2019)
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  • 91
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    Forensic Accounting Techniques with R : Uncovering Fraud and Knowing Your Data (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484256732
    Language: English
    Pages: 1 online resource (1 video file, approximately 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video demonstrates a range of techniques used by forensic accounts and fraud examiners to uncover fraudulent journal entries and illegal activities. As data professionals, most of us will never unravel a Bernie Madoff scheme, but we can apply these same techniques in our own environments to learn more about our data. This video will uses the R programming language to apply these fraud detection techniques and help you to gain a better understanding of your data. You will learn a variety of techniques from this video by which to examine your data and draw inferences that can help you to detect fraud and malfeasance. You'll begin with the use of basic analytical techniques such as including regression analysis. From there, you will learn how to use cohort analysis to find outliers between groups, leading you on a data-driven approach to forensic investigation. Finally, you will review numeric techniques around data set validity, including rules around the distributions of the first and last digits in data sets. What You Will Learn Summarize and review a new data set Perform regression analysis using linear regression Discover distributions of data, overall and between cohorts Compare cohort behavior to discover outliers Use distributions of first and last digits to test data set validity Who This Video Is For Data platform specialists and data scientists who are interested in identifying anomalies which may indicate fraud or the opportunity for deeper business insight. Viewers may have some experience with Python or R and some knowledge of statistics, but neither is necessary to get value from the video.
    Note: Online resource; Title from title screen (viewed December 16, 2019)
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  • 92
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    REST Applications with Spring : Create Scalable REST APIs Using Spring (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484255797
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use Spring to create scalable and fully testable REST APIs. You'll see that by leveraging your Spring MVC experience you can create RESTful web services without learning a new framework or library. In this video, you will learn more about Spring Boot and its most powerful APIs: REST and DI. Starting with Spring Boot, you will use Maven and Spring Boot Starter Parent to set up your project. You will then gain insights on applying business logic to your APIs by using dependency injection. With your business logic set, you will develop your REST API with the Spring RestController and make use of Spring's powerful testing toolkit to test the integration of your application. After going through this course, you will be able to create scalable and fully testable REST APIs to use in your microservices. What You Will Learn Use Spring Boot with a microservices architecture Create business components and plug them into your app using Spring DI Leverage Spring REST for exposing your logic via a REST API Test your logic with Spring integration tests Who This Video Is For Those with basic knowledge of Java programming, who'd like to use Spring for developing RESTful web services.
    Note: Online resource; Title from title screen (viewed December 10, 2019)
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  • 93
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    Developing an Image Classifier Using TensorFlow : Convolutional Neural Networks (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484255728
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use TensorFlow to classify images automatically. This video starts by explaining the basics of computerized image classification. You'll understand how software processes images and how you can control and manipulate the images with that process. Then you'll dive into the basics of artificial intelligence and machine learning, understanding the limitations of traditional machine learning algorithms, and learning the new avenues opened up by deep learning and advanced AI. What You Will Learn Apply the TensorFlow and Keras libraries to complex problems Move past traditional machine learning algorithms into more advanced deep learning Develop proficiency in convolutional neural network development Who This Video Is For Advanced programmers and engineers, such as data scientists, machine learning experts, Python developers, and research analysts.
    Note: Online resource; Title from title screen (viewed December 6, 2019)
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    Managing SQL Server Encryption Certificates : Getting Started with SQL Server Encryption (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484251515
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn best practices in certificate management for SQL Server. Certificates are small snippets of text that are foundational to encrypting and decrypting data. Watch this video to learn how to safely store certificates and prevent them from falling into the wrong hands and compromising the very data you are using them to protect. Also learn how to ensure that you still have access to needed certificates following a catastrophe or other data loss event, because data loss from lost certificates is a very real risk that must be managed and mitigated. This video begins with a short introduction to certificates and some of the different types of encryption they enable you as a SQL Server DBA to implement – such as transparent data encryption (TDE), backup encryption, and column encryption. Then you’ll learn practices for generating and managing certificates specifically for each of the different certificate types. Next, you’ll learn best practices for backing up and securing your encryption certificates so that you have them when you need them, because losing them can mean losing your data altogether. You’ll learn about certificate expiration, and the proper methods by which to backup, store, restore, and protect your certificates so that any encrypted data is never lost. What You Will Learn Ensure access to certificates following a catastrophe or other data loss event Learn about the types of encryption SQL Server offers Understand how certificates enable encryption Generate correct certificates for your chosen encryption methods Find where each certificate type is stored, how to back it up, and how to restore it Identify best practices with regards to generating and managing certificates Who This Video Is For For database administrators and system administrators who handle or plans to handle certificates for encrypting data on SQL Server instances.
    Note: Online resource; Title from title screen (viewed June 27, 2019)
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    Oracle Cloud User Security : Providing for Separation of Duties and Appropriate Access by Job Function (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484255643
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enhance the security of your Oracle cloud environment by providing users appropriate access for their respective job functions, and by providing for separation of duties such that no single user has enough access by which to exceed their level of authority. See how to think through and plan for the access requirements of technical experts such as cloud administrators and database administrators through to business-level users such as those accessing cloud applications and databases. Make use of your own enterprise identity management system, or use Oracle Identity Cloud Service. The video begins by showing how to create a plan based on enterprise roles for managing the database environment in the cloud. This plan includes a component on separation of duties. The video goes on to show how to create groups from the plan, and how to create users and assign users to groups. There are default groups and custom groups, so the video will cover creating and managing custom groups as well as the default ones. Connections to cloud services and databases are tested as a final step to verify the users and groups that have been created. What You Will Learn Design a role-based plan for managing users in the Oracle Cloud Create users in the Oracle Cloud for services and databases Manage roles and groups Manage single-sign-on in Oracle Identity Cloud Service Create customized groups through Oracle Identity Cloud Service Test to ensure users can connect to the cloud service and database server Verify user groups by showing that the right roles have been assigned Who This Video Is For Database administrators who are just starting to use Oracle’s cloud services, or who are getting ready to migrate to the Oracle cloud. For security administrators who want to learn best practices related to separation of duties and for centrally managing cloud users.
    Note: Online resource; Title from title screen (viewed October 25, 2019)
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    Deploying and Migrating to Azure Web Apps : Optimizing Web Server Workloads (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484255926
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn everything you need to know to get started with Azure web apps, including deployment, key features, and benefits, to monitoring. This video introduces you to Azure App Service, and more specifically, Azure web apps. Starting from a base deployment of an Azure-running web site, you will learn about several cloud-native features of the service. These are key in allowing you to run highly available and production-ready web applications on Azure, without the underlying web server virtual machines. You will also learn about integration with Visual Studio and Visual Studio Code, to ease the overall deployment and management of such web apps from a development and sysadmin perspective. What You Will Learn Understand Azure web app core features and functionalities Deploy scalable and high-available web apps across regions Leverage Azure web app scaling features Publish web applications from Visual Studio and Visual Studio Code Run highly available web apps across multiple Azure regions Use Azure Monitor for monitoring and troubleshooting Azure web apps Who This Video Is For Developers who want a brief introduction to the value and uses of Azure web apps.
    Note: Online resource; Title from title screen (viewed November 4, 2019)
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    Introducing Azure SQL Database : From Deployment over Migration to Monitoring (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484252765
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Discover everything you need to know to get started with Azure SQL Database, from deployment, to key features to migration and monitoring! This video introduces Azure SQL Database, a general-purpose relational database-as-a-service (DBaaS). Beginning from a base deployment of an Azure SQL instance, you will be introduced to the cloud-native features of the service and discover how to run highly available and production-ready database back-ends on Azure, without the underlying database server virtual machines. After the base deployment walkthrough, you'll learn how to replicate business-critical databases across multiple regions, as well as how to migrate a database from on-premises or VM-based scenarios to Azure SQL Database. What You Will Learn Understand Azure Database Services and Azure SQL Database Deploy an Azure SQL Database instance Scale Azure SQL Database using elastic pools Migrate a database from on-premises to Azure Troubleshoot Azure SQL Database Who This Video Is For Data professionals who want to learn about migrating, deploying, and monitoring Azure SQL Database. Viewers should have an Azure subscription (trial, MSDN, AzurePass, CSP, EA, pay as you go).
    Note: Online resource; Title from title screen (viewed August 1, 2019)
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  • 98
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    Controlling LEDs with Arduino (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484248836
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video focuses exclusively on LED control and gradually builds in difficulty to integrate more complicated circuits and coding concepts in the Arduino IDE. LEDs are great for visualizing data so you will be able to see some of the more complicated concepts, such as pulse width modulation (PWM) and analog control, in real time on the breadboard. In this video, you will cover LED control with Arduino, beginning with some simple LED blinking (the “hello world” for electronics) and then build step-by-step by adding extra hardware to interface with the code and circuits (buttons, potentiometers, and so on). This video also explores how the different types of pins on the Arduino (digital, PWM-enabled, and analog) can affect how you control LEDs. You'll also experiment with data visualization, both with LEDs and the Arduino IDE’s built-in software visualizers. This video provides an interactive learning experience and with the building block approach you'll be able to gradually step into new concepts. What You'll Learn --Breadboard the circuits and code along with the video --Apply the core concepts further in your own projects later --Master LED control with Arduino, from blinking to Charlieplexing and everything in between Who This Video Is For Beginning to intermediate Arduino users who want to have a well-rounded knowledge on how they can control LEDs wim.
    Note: Online resource; Title from title screen (viewed April 13, 2019)
    URL: lizenzpflichtig
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    Mastering Social Media Analytics : Use Data to Build a Business Strategy (2018)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484242759
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: With this video, you'll learn how to analyze the impact of social media and build successful strategies for the use of analytics on your specific projects or in your entire organization. This video covers the strategic use and application of analytics using social media data. It initially describes the basic elements of data and analytics and then dives deeper into strategy and application methods. The list of topics covered include: Data collection, types of analytics for social data analysis, the analytics process, metrics, dashboards, reporting, tactics and strategy. The goal is to empower the viewer to pursue any objective requiring social data analysis. What You Will Learn: Understand data and how it is collected into analytics for social media Know the different types of social analytics tools and when to use each of them Become familiar with particular aspects of analytics such as metrics and dashboards Learn how to best report results and generate a continuous improvement cycle within organizations Build an effective strategy to take analytics projects from planning to success Envision the future of analytics in social media, and what skills will be necessary to adapt to technological and market evolution Who This Video is For: This video is inclusive and accessible to non-technical viewers as well as experienced analysts. With digital social channels taking over most of the media today, this series becomes essential for anyone willing to make use of these channels effectively.
    Note: Online resource; Title from title screen (viewed November 2, 2018)
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  • 100
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    Creating a Database with SQLite (2018)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484238998
    Language: English
    Pages: 1 online resource (1 video file, approximately 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Journey to database mastery as you learn how to create a simple database and manipulate its data. In this video, SQL expert Allen Taylor explains how to build a simple database with SQLite, an open source database engine. Part 1 introduces SQLite and explores its basic features. In Part 2 you'll create your first table and start entering some data. Part 3 explains basic queries and how to use the SELECT statement and the FROM and WHERE clauses. After watching Creating a Database with SQLite , you will understand how to build a basic database and how to query and retrieve information from it. What You Will Learn Discover the SQLite user interface features and characteristics Use SQLite to add or remove data in your database Work with multiple tables in a database Find the information you need in your database Who This Video Is For Programmers who are new to databases, as well as non-programmers who must retrieve information from databases.
    Note: Online resource; Title from title screen (viewed September 11, 2018)
    URL: lizenzpflichtig
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